2c:I[678754,["/_next/static/immutable/chunks/1xy3h0f4a7gwr.js","/_next/static/immutable/chunks/09rzx5v5d6llo.js","/_next/static/immutable/chunks/16q-d5v3_b8rl.js","/_next/static/immutable/chunks/1kaj2_-zstwt5.js","/_next/static/immutable/chunks/0zxwjamz963uz.js","/_next/static/immutable/chunks/1wlp0m0ragz3c.js","/_next/static/immutable/chunks/2sp2zdz2z1-7-.js","/_next/static/immutable/chunks/0uqyi6k1m1402.js","/_next/static/immutable/chunks/0ck4oxtv53k8z.js","/_next/static/immutable/chunks/2capg7jj7swji.js","/_next/static/immutable/chunks/2gi7rpv7z1xnv.js","/_next/static/immutable/chunks/1k_tihxum3889.js","/_next/static/immutable/chunks/0nqu-0tdf9m4g.js","/_next/static/immutable/chunks/1f100_dyl5yfh.js","/_next/static/immutable/chunks/1p4djdrofy2_z.js","/_next/static/immutable/chunks/3xa9-9u8ekk3r.js","/_next/static/immutable/chunks/2txbn8ubvjjqc.js","/_next/static/immutable/chunks/41_itu3yea6ep.js","/_next/static/immutable/chunks/3dmklvdzpr1xf.js","/_next/static/immutable/chunks/27zvz1op_vasj.js","/_next/static/immutable/chunks/27-22y3o590uz.js","/_next/static/immutable/chunks/2099qy2efzrfl.js","/_next/static/immutable/chunks/316i617hpmqkl.js","/_next/static/immutable/chunks/2yxmcd5w5mvzh.js","/_next/static/immutable/chunks/19gqympwall9e.js","/_next/static/immutable/chunks/36ptvsri7w2wc.js","/_next/static/immutable/chunks/31ebro7-y7os5.js","/_next/static/immutable/chunks/0nf9ch44lck2p.js","/_next/static/immutable/chunks/2jl1uvzejfp83.js","/_next/static/immutable/chunks/2p62s7olvti8v.js","/_next/static/immutable/chunks/3lvtf3jpc7c8d.js","/_next/static/immutable/chunks/2zn2lnrmmoffk.js","/_next/static/immutable/chunks/35ra4cw_6c8k9.js","/_next/static/immutable/chunks/0izzcn4zumxv2.js","/_next/static/immutable/chunks/3y8dwielyf2ju.js","/_next/static/immutable/chunks/0i7myz6vfscmj.js","/_next/static/immutable/chunks/1yp2t3wsxcdy_.js","/_next/static/immutable/chunks/16b78zrfhhzh_.js","/_next/static/immutable/chunks/3d12naphx39u3.js","/_next/static/immutable/chunks/27s8u_x662wdu.js","/_next/static/immutable/chunks/3nczya3qqxfc_.js"],"default"] 2a:["$","img",null,{"height":"1","width":"1","style":{"display":"none"},"alt":"","src":"https://www.facebook.com/tr?id=3659591550929113&ev=PageView&noscript=1"}] 2b:T4c4,{"@context":"https://schema.org","@graph":[{"@type":"ItemPage","@id":"https://topmate.io/samraddhi_gupta/36839#page","url":"https://topmate.io/samraddhi_gupta/36839","mainEntity":{"@id":"https://topmate.io/samraddhi_gupta/36839#service"}},{"@type":"Service","@id":"https://topmate.io/samraddhi_gupta/36839#service","name":"Data Engineering Interview preparation \u0026 Tips","url":"https://topmate.io/samraddhi_gupta/36839","provider":{"@id":"https://topmate.io/samraddhi_gupta#person"},"serviceType":"1:1 Call","description":"Prepare for your upcoming interview with me! I will assist you with tips to get yourself ahead before even starting. - How to answer questions - How to manage time during the interview","offers":{"@type":"Offer","price":399,"priceCurrency":"INR","availability":"https://schema.org/InStock","url":"https://topmate.io/samraddhi_gupta/36839"},"additionalProperty":[{"@type":"PropertyValue","name":"Duration","value":"15 minutes"}]},{"@type":"Person","@id":"https://topmate.io/samraddhi_gupta#person","name":"Samraddhi Gupta","url":"https://topmate.io/samraddhi_gupta","jobTitle":"Data Engineer @Target | Learner | Mentor | Techie","image":"https://static.topmate.io/cMZ95QgFKwmXZYVec6Wmat.jpg"}]}2d:T6d2,

Are you tired of feeling stuck in a monotonous role? Dreaming of making the leap into the exciting world of Big Data but don't know where to start? You're not alone, and I’m here to help!

I'm a passionate data engineer with hands-on experience at a Fortune 50 company, and I've successfully navigated the realm of tech giants like Google, Amazon, and more. My mission is to turn your aspirations into reality, providing actionable insights and personal guidance tailored to your unique background.

In our personalized session, you will:

Craft a standout resume that showcases your skills and attracts interview calls.
Master the art of self-presentation to shine during interviews.
Identify your unique strengths and interests to carve out a personalized career path.
Build a powerful professional network that opens doors to your dream roles.

Imagine transforming your job search from a frustrating experience into a strategic journey filled with opportunities! Together, we will discover the right direction tailored specifically to you.

Take action now! Book your session and use code ALLINONE10 for a 10% discount—this offer is limited to the first 5 eager mentees. Don't miss your chance to unleash your potential!

"Samraddhi's patience, clarity, and expertise in data engineering were game-changers for me. Her sessions provided me with actionable insights that boosted my confidence and helped me prepare effectively for interviews." - Testimonial

Invest in your future today and let's embark on this exciting journey toward your dream career!

1f:[[["$","$L12",null,{"id":"meta-pixel-3659591550929113","strategy":"afterInteractive","children":"!function(f,b,e,v,n,t,s)\n{if(f.fbq)return;n=f.fbq=function(){n.callMethod?\nn.callMethod.apply(n,arguments):n.queue.push(arguments)};\nif(!f._fbq)f._fbq=n;n.push=n;n.loaded=!0;n.version='2.0';\nn.queue=[];t=b.createElement(e);t.async=!0;\nt.src=v;s=b.getElementsByTagName(e)[0];\ns.parentNode.insertBefore(t,s)}(window,document,'script',\n'https://connect.facebook.net/en_US/fbevents.js');\nfbq('init','3659591550929113');\nfbq('track','PageView');"}],["$","noscript",null,{"children":"$2a"}]],["$","script",null,{"type":"application/ld+json","dangerouslySetInnerHTML":{"__html":"$2b"}}],["$","$L2c",null,{"service":{"id":36839,"title":"Data Engineering Interview preparation & Tips","description":"

Prepare for your upcoming interview with me! I will assist you with tips to get yourself ahead before even starting. - How to answer questions - How to manage time during the interview

","short_custom_description":"","duration":15,"charge":{"amount":399,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"user":6987,"questions":[],"skip_payment":false,"is_visible":true,"enabled":true,"schedule":null,"bookings_count":2,"booking_upcoming_count":2,"username":"samraddhi_gupta","show_seats_left":false,"show_sale_count":false,"show_bookings_count":false,"is_donation":false,"dynamic_questions":[],"promised_response_time":48,"type":1,"section":1,"images":[],"show_extra_info":true,"tweak_meta_data":[],"short_description":"Video Meeting","original_charge":{"amount":450,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"record_session":false,"can_edit_date":false,"thumbnail_images":[],"specific_date":null,"bookings_limit":null,"group_call":false,"has_flexible_charge":false,"how_to_use":null,"package_services":[],"total_charge":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"session_count":0,"currency":{"code":"INR","currency":"Indian Rupee","display_text":"₹"},"break_after_call":0,"custom_text":null,"number_of_pages":0,"document_thumbnail_url":"","document_url":null,"package_validity_in_months":0,"suggested_support_my_work":{"amount":499,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"ppp_enabled":true,"show_discount_code":true,"follower_charge":{"amount":399,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"follower_total_charge":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"cohort_noun":"Webinar","shareable_image":"https://res.cloudinary.com/topmate/image/upload/s--X3rVIJT5--/c_fit,co_rgb:000000,g_north_west,h_500,l_text:Arial_130_bold:Data%20Engineering%20Interview%20preparation%20%26%20Tips,w_1300,x_350,y_380/c_fit,co_rgb:000000,g_north_west,h_100,l_text:Arial_55:Checkout%20my%20offerings%20and%20book%20a%20slot%20at,w_1500,x_350,y_920/c_fit,co_rgb:000000,g_north_west,h_1500,l_text:Arial_55:-%3E%20topmate.io%252F,w_1000,x_350,y_1000/c_fit,co_rgb:000000,g_north_west,h_1500,l_text:Arial_55_bold:samraddhi_gupta,w_1000,x_682,y_1000/c_fit,g_north_west,h_50,l_services_sharable:video_nhkyzj,o_100,w_50,x_350,y_215/c_fit,g_north_west,h_50,l_services_sharable:clock_ramnsz,o_100,w_50,x_800,y_215/c_fit,co_rgb:000000,g_north_west,h_100,l_text:Arial_55_bold:1:1%20call,w_850,x_425,y_220/c_fit,co_rgb:000000,g_north_west,h_100,l_text:Arial_55_bold:15%20mins,w_850,x_880,y_220/c_fit,g_north_west,h_400,l_uploadtopmate:profilepics:samraddhi_gupta,o_100,w_400,x_1800,y_220/v1/services_sharable/share_base_vv5vv8.jpg","visits":null,"display_original_charge":{"amount":450,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"suggested_price":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"cohort_no_of_sessions":1,"session_names":[],"display_suggested_price":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"avg_ratings":5,"booking_count":1,"cohort_weekdays":[],"cohort_sessions":[],"is_cohort":false,"showcased_testimonials":[],"recording_ab_enabled":false,"suggested_prices_list":[],"ppp_applied":false,"auto_request_testimonials":true,"apply_all":false,"meta":null,"enable_course_demo":false,"show_course_content":false,"ai_description_enabled":false,"ai_description":null,"skills":[],"recording_charge":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"record_automatically":false,"provide_certificate":false,"course":null,"service_label":null,"service_payment_cta_label":null,"cover_image_url":null,"thumbnail_url":null,"service_video_url":null,"redirect_config":null,"site_pages_count":0,"is_localised_currency":false,"user_currency":{"code":"INR","currency":"Indian Rupee","display_text":"₹"},"service_meta_info":{"order_type":null,"variant":null,"sample_service_charge":null},"referral_query":false,"tags":[{"key":"average_rating","value":5}],"emi_enabled":false,"cohort_end_date":null},"user":{"id":6987,"first_name":"Samraddhi","last_name":"Gupta","display_name":"Samraddhi Gupta","username":"samraddhi_gupta","social_url":null,"title":"Data Engineer @Target | Learner | Mentor | Techie","description":"I'm a passionate data engineer graduated from a tier-3 college, turned from SDET to a Data Engineer, currently working at a Fortune 50 company.\n\nGot interview opportunities from various tech giants like Google, Amazon, WorldQuant, Intuit, Careem, Flipkart, Airbnb, Visa, Target and many more through LinkedIn and references.\n\nNot here to give you any general cliche gyan and roadmaps on \"how to become a data engineer in 2 days/weeks/months\". Rather, would prefer to know your technical background and area of interest first and help you get a personalised track for yourself and build an awesome professional network in order to reach your dream company and domain.\n\nBook your session right now!!","expertise":22,"timezone":"Asia/Kolkata","system_timezone":"Asia/Kolkata","profile_pic":"https://static.topmate.io/cMZ95QgFKwmXZYVec6Wmat.jpg","full_name":"Samraddhi Gupta","services":[{"id":347732,"title":"All in one","duration":0,"charge":{"amount":1569,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"user":6987,"is_donation":false,"bookings_count":7,"show_bookings_count":false,"promised_response_time":48,"type":4,"section":1,"cohort_noun":"Webinar","cohort_no_of_sessions":1,"specific_date":null,"bookings_limit":null,"total_charge":{"amount":1748,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"session_count":3,"currency":{"code":"INR","currency":"Indian Rupee","display_text":"₹"},"is_cohort":false,"show_seats_left":false,"break_after_call":0,"original_charge":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"package_validity_in_months":0,"has_flexible_charge":false,"show_discount_code":true,"show_sale_count":false,"follower_charge":{"amount":1569,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"follower_total_charge":{"amount":1748,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"ppp_enabled":true,"display_original_charge":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"tags":[],"how_to_use":null,"recording_ab_enabled":false,"ai_description_enabled":false,"ai_description":"$2d","course":null,"enable_course_demo":false,"show_course_content":false,"service_label":"","service_payment_cta_label":"","cover_image_url":null,"thumbnail_url":null,"service_video_url":"","redirect_config":null},{"id":36837,"title":"1:1 Mentorship","duration":30,"charge":{"amount":699,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"user":6987,"is_donation":false,"bookings_count":36,"show_bookings_count":false,"promised_response_time":48,"type":1,"section":1,"cohort_noun":"Webinar","cohort_no_of_sessions":1,"specific_date":null,"bookings_limit":null,"total_charge":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"session_count":0,"currency":{"code":"INR","currency":"Indian Rupee","display_text":"₹"},"is_cohort":false,"show_seats_left":false,"break_after_call":0,"original_charge":{"amount":749,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"package_validity_in_months":0,"has_flexible_charge":false,"show_discount_code":true,"show_sale_count":false,"follower_charge":{"amount":699,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"follower_total_charge":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"ppp_enabled":true,"display_original_charge":{"amount":749,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"tags":[{"key":"average_rating","value":5},{"key":"popular","value":true}],"how_to_use":null,"recording_ab_enabled":false,"ai_description_enabled":false,"ai_description":null,"course":null,"enable_course_demo":false,"show_course_content":false,"service_label":null,"service_payment_cta_label":null,"cover_image_url":null,"thumbnail_url":null,"service_video_url":null,"redirect_config":null},{"id":36838,"title":"Resume review","duration":20,"charge":{"amount":499,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"user":6987,"is_donation":false,"bookings_count":11,"show_bookings_count":false,"promised_response_time":48,"type":1,"section":1,"cohort_noun":"Webinar","cohort_no_of_sessions":1,"specific_date":null,"bookings_limit":null,"total_charge":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"session_count":0,"currency":{"code":"INR","currency":"Indian Rupee","display_text":"₹"},"is_cohort":false,"show_seats_left":false,"break_after_call":5,"original_charge":{"amount":599,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"package_validity_in_months":0,"has_flexible_charge":false,"show_discount_code":true,"show_sale_count":false,"follower_charge":{"amount":499,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"follower_total_charge":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"ppp_enabled":true,"display_original_charge":{"amount":599,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"tags":[{"key":"average_rating","value":5}],"how_to_use":null,"recording_ab_enabled":false,"ai_description_enabled":false,"ai_description":null,"course":null,"enable_course_demo":false,"show_course_content":false,"service_label":null,"service_payment_cta_label":null,"cover_image_url":null,"thumbnail_url":null,"service_video_url":null,"redirect_config":null},{"id":55864,"title":"Get Interview calls from Product based companies","duration":25,"charge":{"amount":550,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"user":6987,"is_donation":false,"bookings_count":13,"show_bookings_count":false,"promised_response_time":48,"type":1,"section":1,"cohort_noun":"Webinar","cohort_no_of_sessions":1,"specific_date":null,"bookings_limit":null,"total_charge":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"session_count":0,"currency":{"code":"INR","currency":"Indian Rupee","display_text":"₹"},"is_cohort":false,"show_seats_left":false,"break_after_call":0,"original_charge":{"amount":650,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"package_validity_in_months":0,"has_flexible_charge":true,"show_discount_code":false,"show_sale_count":false,"follower_charge":{"amount":550,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"follower_total_charge":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"ppp_enabled":true,"display_original_charge":{"amount":650,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"tags":[{"key":"average_rating","value":5}],"how_to_use":null,"recording_ab_enabled":false,"ai_description_enabled":false,"ai_description":null,"course":null,"enable_course_demo":false,"show_course_content":false,"service_label":null,"service_payment_cta_label":null,"cover_image_url":null,"thumbnail_url":null,"service_video_url":null,"redirect_config":null},{"id":68920,"title":"1:1 Mentorship (for UG students/freshers only)","duration":20,"charge":{"amount":250,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"user":6987,"is_donation":false,"bookings_count":7,"show_bookings_count":false,"promised_response_time":48,"type":1,"section":1,"cohort_noun":"Webinar","cohort_no_of_sessions":1,"specific_date":null,"bookings_limit":null,"total_charge":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"session_count":0,"currency":{"code":"INR","currency":"Indian Rupee","display_text":"₹"},"is_cohort":false,"show_seats_left":false,"break_after_call":0,"original_charge":{"amount":351,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"package_validity_in_months":0,"has_flexible_charge":true,"show_discount_code":false,"show_sale_count":false,"follower_charge":{"amount":250,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"follower_total_charge":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"ppp_enabled":true,"display_original_charge":{"amount":351,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"tags":[],"how_to_use":null,"recording_ab_enabled":false,"ai_description_enabled":false,"ai_description":null,"course":null,"enable_course_demo":false,"show_course_content":false,"service_label":null,"service_payment_cta_label":null,"cover_image_url":null,"thumbnail_url":null,"service_video_url":null,"redirect_config":null},{"id":36834,"title":"Have a question?","duration":0,"charge":{"amount":50,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"user":6987,"is_donation":false,"bookings_count":28,"show_bookings_count":false,"promised_response_time":48,"type":2,"section":1,"cohort_noun":null,"cohort_no_of_sessions":1,"specific_date":null,"bookings_limit":null,"total_charge":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"session_count":0,"currency":{"code":"INR","currency":"Indian Rupee","display_text":"₹"},"is_cohort":false,"show_seats_left":false,"break_after_call":0,"original_charge":{"amount":99,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"package_validity_in_months":0,"has_flexible_charge":true,"show_discount_code":false,"show_sale_count":false,"follower_charge":{"amount":50,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"follower_total_charge":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"ppp_enabled":true,"display_original_charge":{"amount":99,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"tags":[{"key":"average_rating","value":5},{"key":"popular","value":true}],"how_to_use":null,"recording_ab_enabled":false,"ai_description_enabled":false,"ai_description":null,"course":null,"enable_course_demo":false,"show_course_content":false,"service_label":null,"service_payment_cta_label":null,"cover_image_url":null,"thumbnail_url":null,"service_video_url":null,"redirect_config":null},{"id":119757,"title":"Resume Review + Get Interview calls from LinkedIn","duration":0,"charge":{"amount":949,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"user":6987,"is_donation":false,"bookings_count":1,"show_bookings_count":false,"promised_response_time":48,"type":4,"section":1,"cohort_noun":"Webinar","cohort_no_of_sessions":1,"specific_date":null,"bookings_limit":null,"total_charge":{"amount":1049,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"session_count":2,"currency":{"code":"INR","currency":"Indian Rupee","display_text":"₹"},"is_cohort":false,"show_seats_left":false,"break_after_call":0,"original_charge":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"package_validity_in_months":0,"has_flexible_charge":false,"show_discount_code":true,"show_sale_count":false,"follower_charge":{"amount":949,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"follower_total_charge":{"amount":1049,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"ppp_enabled":true,"display_original_charge":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"tags":[{"key":"best_deal","value":true}],"how_to_use":null,"recording_ab_enabled":false,"ai_description_enabled":false,"ai_description":null,"course":null,"enable_course_demo":false,"show_course_content":false,"service_label":null,"service_payment_cta_label":null,"cover_image_url":null,"thumbnail_url":null,"service_video_url":null,"redirect_config":null},{"id":119750,"title":"Mentorship + Resume Review","duration":0,"charge":{"amount":999,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"user":6987,"is_donation":false,"bookings_count":0,"show_bookings_count":false,"promised_response_time":48,"type":4,"section":1,"cohort_noun":"Webinar","cohort_no_of_sessions":1,"specific_date":null,"bookings_limit":null,"total_charge":{"amount":1198,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"session_count":2,"currency":{"code":"INR","currency":"Indian Rupee","display_text":"₹"},"is_cohort":false,"show_seats_left":false,"break_after_call":0,"original_charge":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"package_validity_in_months":0,"has_flexible_charge":false,"show_discount_code":true,"show_sale_count":false,"follower_charge":{"amount":999,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"follower_total_charge":{"amount":1198,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"ppp_enabled":true,"display_original_charge":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"tags":[],"how_to_use":null,"recording_ab_enabled":false,"ai_description_enabled":false,"ai_description":null,"course":null,"enable_course_demo":false,"show_course_content":false,"service_label":null,"service_payment_cta_label":null,"cover_image_url":null,"thumbnail_url":null,"service_video_url":null,"redirect_config":null},{"id":36835,"title":"Quick Chat 👋🏼","duration":10,"charge":{"amount":99,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"user":6987,"is_donation":false,"bookings_count":20,"show_bookings_count":false,"promised_response_time":48,"type":1,"section":1,"cohort_noun":null,"cohort_no_of_sessions":1,"specific_date":null,"bookings_limit":null,"total_charge":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"session_count":0,"currency":{"code":"INR","currency":"Indian Rupee","display_text":"₹"},"is_cohort":false,"show_seats_left":false,"break_after_call":0,"original_charge":{"amount":150,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"package_validity_in_months":0,"has_flexible_charge":true,"show_discount_code":false,"show_sale_count":false,"follower_charge":{"amount":99,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"follower_total_charge":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"ppp_enabled":true,"display_original_charge":{"amount":150,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"tags":[],"how_to_use":null,"recording_ab_enabled":false,"ai_description_enabled":false,"ai_description":null,"course":null,"enable_course_demo":false,"show_course_content":false,"service_label":null,"service_payment_cta_label":null,"cover_image_url":null,"thumbnail_url":null,"service_video_url":null,"redirect_config":null},{"id":36839,"title":"Data Engineering Interview preparation & Tips","duration":15,"charge":{"amount":399,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"user":6987,"is_donation":false,"bookings_count":2,"show_bookings_count":false,"promised_response_time":48,"type":1,"section":1,"cohort_noun":"Webinar","cohort_no_of_sessions":1,"specific_date":null,"bookings_limit":null,"total_charge":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"session_count":0,"currency":{"code":"INR","currency":"Indian Rupee","display_text":"₹"},"is_cohort":false,"show_seats_left":false,"break_after_call":0,"original_charge":{"amount":450,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"package_validity_in_months":0,"has_flexible_charge":false,"show_discount_code":true,"show_sale_count":false,"follower_charge":{"amount":399,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"follower_total_charge":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"ppp_enabled":true,"display_original_charge":{"amount":450,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"tags":[{"key":"average_rating","value":5}],"how_to_use":null,"recording_ab_enabled":false,"ai_description_enabled":false,"ai_description":null,"course":null,"enable_course_demo":false,"show_course_content":false,"service_label":null,"service_payment_cta_label":null,"cover_image_url":null,"thumbnail_url":null,"service_video_url":null,"redirect_config":null}],"buffer":1440,"reviews_count":33,"query_price":0,"paid_query_title":"Ask a question","query_description":"Ask me any anything and I'll revert with a detailed answer","query_tags":"","bookings_count":109,"show_bookings_count":true,"show_rating_on_profile":true,"show_bookings_on_profile":true,"show_testimonials_on_profile":true,"is_featured":false,"theme_details":{"theme":"#93C5F9","backgroundColor":"#93C5F9"},"is_subscribe_enabled":true,"user_quality_metrics":{"college_quality":1,"company_quality":2,"category":"data_science","first_paid_created":"2022-09-13","followers":13014,"premium_user_score":2},"meta_image":"https://res.cloudinary.com/topmate/image/upload/s--Te08EwCz--/c_scale,h_628,w_1200/c_fit,g_south_west,h_320,l_profile_pics:samraddhi_gupta_QYNvgkf8HENHAW3d4ugbe2,w_333,x_91,y_219/c_fit,co_rgb:000000,g_south_west,h_56,l_text:Poppins_36:topmate.io%252Fsamraddhi_gupta,w_850,x_124,y_36/v1/meta-image/metanew_kuwlcc.png","booking_period":7,"services_with_app":[],"social_urls":[{"link":"https://www.linkedin.com/in/samraddhigupta97","name":"linkedin"},{"link":"https://instagram.com/samraddhigupta_?igshid=NGExMmI2YTkyZg==","name":"instagram"}],"notice_period":{"type":"Hours","value":24},"is_webinar_enabled":true,"microsoft_donation":false,"has_custom_package":false,"ratings_count":33,"highlights":[{"id":0,"type":7,"description":"Samraddhi is heralded for her clear, patient, and insightful career guidance, with many applauding her tips, clarity, and resume enhancement strategies."}],"pixel_track_id":null,"liked_properties":[{"property":"Helpful","total":10},{"property":"Insightful","total":10},{"property":"Friendly","total":8}],"year_end_achievements":[],"whitelabel_details":null,"avg_ratings":4.6,"total_ratings":33,"is_verified":true,"beta_tester":false,"enabled_support_my_work":false,"reschedule_policy":1,"discount_percentage_buy_in":15,"testimonials_count":27,"campaign":{"christmas":false,"thanksgiving":true},"journey_post_link":null,"show_chatbot":false,"premium_user":true,"recording_ab_enabled":false,"badges":[{"id":1411,"icon":"https://topmate-production.s3.ap-south-1.amazonaws.com/badges/badge-standout2023.svg","sub_title":null,"title":"Standout","type":"Standout","svg_content":null,"order":0,"is_visible":true},{"id":80459,"icon":"https://res.cloudinary.com/topmate/image/upload/v1765289665/badges/updated_badges2/Hustler_hnmcyp.png","sub_title":"Top Earners","title":"Hustler","type":"Hustler","svg_content":null,"order":0,"is_visible":true},{"id":88712,"icon":"https://res.cloudinary.com/topmate/image/upload/v1765289665/badges/updated_badges2/Community_Care_l9hchi.png","sub_title":"Host a free 1:1","title":"Community Care","type":"Community Care","svg_content":null,"order":0,"is_visible":true},{"id":38432,"icon":"https://res.cloudinary.com/topmate/image/upload/v1765289665/badges/updated_badges2/top_5_zqw2ei.png","sub_title":"10 bookings","title":"Top 5%","type":"Top 5%","svg_content":null,"order":0,"is_visible":false},{"id":128883,"icon":"https://res.cloudinary.com/topmate/image/upload/v1734395503/2024-Awards/bundlemaster_kpdoeb.png","sub_title":"Most Packages Sold","title":"Bundle Master '24","type":"Bundle Master '24","svg_content":null,"order":0,"is_visible":true},{"id":66468,"icon":"https://res.cloudinary.com/topmate/image/upload/v1765289665/badges/updated_badges2/People_s_Choice_ovbaw2.png","sub_title":"5 bookings","title":"People's Choice","type":"People's Choice","svg_content":null,"order":0,"is_visible":true},{"id":2476,"icon":"https://res.cloudinary.com/topmate/image/upload/v1765289697/badges/updated_badges2/top1_pok0jq.png","sub_title":"25 bookings","title":"Top 1%","type":"Top 1%","svg_content":null,"order":0,"is_visible":true},{"id":319680,"icon":"https://res.cloudinary.com/topmate/image/upload/v1788356819/badges/year_badges/risers_22.png","sub_title":"Joined in 2022","title":"Risers '22","type":"Risers '22","svg_content":null,"order":0,"is_visible":true}],"testimonial_image":{"id":1,"url":"","type":"lottie"},"ai_testimonial_short":"Samraddhi Gupta is a patient and knowledgeable mentor, providing clear, actionable career guidance in data engineering, resume feedback, and interview prep.","ai_testimonial_long":"Samraddhi Gupta consistently demonstrates patience, clarity, and deep expertise in data engineering. Her career guidance sessions are highly informative and helpful, providing actionable insights and valuable feedback on resumes and interview preparation. She is seen as a great mentor and a source of confidence and motivation for those seeking to advance in their careers.","ai_testimonial_tags":["Career Guidance","Patient","Informative","Detail-Oriented","Resume Enhancement","Clear Communication","Value-Driven","Confidence Boosting","Accessible","Insightful","Helpful","Clear","Knowledgeable","Patient","Mentor","Career Guidance","Resume Feedback","Interview Prep"],"currency":{"code":"INR","currency":"Indian Rupee","display_text":"₹"},"is_localised_currency":false,"push_notification_optin":true,"expertise_id":22,"service_meta_info":{"order_type":null,"variant":null},"daily_traffic_payout":true,"earn_by_creating":false,"earn_by_answering":true,"revenue_sharing":false,"enable_partner_payouts":true,"expertise_string":"Data","date_joined":"2022-07-15T01:46:24.816867+05:30","attendance_percentage":null,"meta_analytics":{"generated_sites_reward":true},"ultra_premium_user":false,"enable_robylon":false,"enable_no_cost_emi":false,"chatbot_customization":null,"enable_beta_service_site":true,"abandoncart_addon_v2":true,"expertise_tags":[],"icp_line":null,"faqs":[{"question":"How to start a data engineering career with no prior experience?","answer":"Begin with the two skills every data engineer uses daily: SQL and Python. Build 2–3 end-to-end projects where you ingest raw data, clean and transform it, store it in a database, and surface insights, then host the code on GitHub so recruiters can verify your work. Learn Spark and a cloud platform only after your fundamentals are solid, since freshers are judged heavily on basics. If you are unsure what to prioritise for your specific background, a personalised review from someone working in the field saves months of trial and error compared to a generic roadmap."},{"question":"Are data engineers in demand in India?","answer":"Yes, demand has grown steadily because every product company now runs on data pipelines, real-time analytics, and AI-ready infrastructure. E-commerce, fintech, SaaS, and GCCs in India consistently hire engineers strong in SQL, Python, Spark, and cloud platforms. The catch is that mass hiring at service companies has slowed, so product companies can afford to be selective. Candidates with visible hands-on projects and referral-backed applications get shortlisted far more often than those relying only on portals."},{"question":"Is data engineer a good career in India?","answer":"For most tech backgrounds, yes, because it offers solid pay, clearer progression than many adjacent roles, and lower competition than mainstream software development. Since every AI and analytics initiative depends on clean, reliable data, the role stays relevant long term. It suits people who enjoy SQL, Python, and working close to data rather than building user interfaces. The only trade-off is that you must keep upgrading your stack knowledge, as tools around cloud and streaming evolve quickly."},{"question":"What is a realistic data engineer roadmap for freshers in 2026?","answer":"A practical data engineer roadmap for freshers in 2026 follows this sequence: advanced SQL (joins, window functions), then Python, then data modelling and databases, then one cloud platform and a warehousing concept, and finally Spark plus an orchestration tool like Airflow, with portfolio projects at each stage. Most freshers need 4–6 months of consistent effort alongside college. Avoid tutorial-hopping; pick one resource per topic and build something with it. Getting feedback on your projects and fundamentals early prevents months of directionless preparation."},{"question":"How to crack a data engineer interview at product-based companies?","answer":"Product companies typically test four areas: SQL at an advanced level, Python with medium-difficulty DSA, data modelling, and pipeline or big-data design with real trade-offs. Interviewers dig into the \"why\" behind your project decisions, so prepare honest, detailed stories about what you built and what broke. Practise SQL on dedicated platforms and complete at least 2–3 mock interviews before the actual round. Since shortlisting is the hardest stage, referrals from employees at the target company significantly improve your odds."},{"question":"How long does data engineering interview preparation take for a working professional?","answer":"Plan for 3–4 months at 8–10 focused hours per week alongside a full-time job. A good split is 40% SQL and Python practice, 30% pipeline and data modelling design, 20% big-data tools relevant to your target roles, and 10% mock interviews and resume refinement. If you are switching from testing, backend, or support roles, add 4–6 weeks to map your existing skills to data concepts. Consistency beats intensity, as 90 steady days outperform six months of irregular study."},{"question":"What are the most common data engineering interview questions for freshers?","answer":"Freshers are usually tested on SQL query writing (joins, aggregations, window functions), basic Python, data modelling concepts like fact and dimension tables, the difference between OLTP and OLAP, and simple ETL scenario questions. Expect deep follow-ups on your own projects, such as how you handled large files or why you chose a particular tool. HR rounds often include the classic \"why data engineering,\" so keep a genuine, specific reason ready. Teams rarely expect fresher-level Spark mastery, but they do check how clearly you explain fundamentals."},{"question":"How different are data engineering interview questions for experienced candidates from other IT roles?","answer":"The core loop is similar, but data engineering interview questions for experienced candidates go deeper into scale and judgement: schema design for large datasets, incremental loads, data quality handling, cost optimisation, and migration stories. Interviewers commonly ask you to walk through the biggest pipeline you have owned end to end. If you are moving from an SDET, backend, or support background, highlight transferable work like automation, SQL, and API experience, and be ready to explain your switch convincingly."},{"question":"How should I answer \"Why do you want to be a data engineer?\" in an interview?","answer":"Avoid generic lines like \"data is the future.\" Structure your answer in three parts: a genuine trigger (a project, course, or problem you actually enjoyed), what you did about it (specific skills learned or things built), and where you want to go (the kind of data problems you want to solve at that company). Career switchers should connect their previous role to data work they already did. Interviewers use this question to measure conviction, so specifics always beat enthusiasm."},{"question":"What does a typical data engineering career path look like in India?","answer":"In India, a typical data engineering career path starts as a Junior or Associate Data Engineer (or Analyst), progresses to Data Engineer, then Senior Data Engineer in roughly 4–6 years, and then branches into Lead, Data Architect, Analytics Engineering, or Data Platform roles. Product companies and GCCs generally offer faster progression, and switching from a service company after 2–3 years is a common move. The biggest salary jumps usually come with the service-to-product transition. Spark, cloud depth, streaming tools like Kafka, and owning end-to-end pipelines accelerate growth the most."},{"question":"When should I work with a data engineering career coach?","answer":"Consider one when you are stuck at a decision point: switching from another IT role, choosing between data engineering and data science, getting rejected repeatedly at the resume stage, or not knowing which skill to learn next. A good coach sequences your preparation around your actual background instead of handing you a generic roadmap. If you are a fresher who already has solid SQL and Python and is progressing steadily, free resources may be enough for now. The return is highest when you are short on time and need direction from someone who has made the same transition."},{"question":"How do I get interview calls from product-based companies through LinkedIn?","answer":"Optimise your headline and About section with the exact keywords recruiters search, such as SQL, Python, Spark, Airflow, and your cloud platform, and list projects with measurable outcomes. Then go beyond cold applications: identify data engineers and hiring managers at your target companies and send short, specific connection notes requesting referrals. Referrals convert into interview calls far more often than portal applications. Consistently engaging with data engineering content also increases inbound recruiter messages over time."},{"question":"Can I become a data engineer from a tier-3 college?","answer":"Yes. Product companies in India shortlist on skills, projects, and referrals far more than on college tier. As a tier-3 student, compensate with a strong GitHub portfolio, deployed projects with real datasets, disciplined SQL and DSA practice, and an active LinkedIn presence, and target off-campus drives and referral-based applications rather than waiting on campus placements. Many working data engineers at top product companies come from tier-2 and tier-3 colleges, so the path is proven; it simply demands more deliberate effort on visibility and networking."},{"question":"How do I write a resume that gets shortlisted for data engineering roles?","answer":"Lead with a skills section that mirrors the job description keywords (SQL, Python, Spark, Airflow, AWS/Azure/GCP), followed by 2–3 projects written as \"built X using Y to achieve Z\" with numbers like data volume or performance improvement. Freshers should keep it to one page, while experienced candidates should quantify pipeline scale and business impact. Do not list 15 technologies you barely know, because interviewers will drill into everything on the page. A review from a working data engineer catches gaps that both ATS filters and self-review miss."}]}}]] 22:null 2e:T42f,https://topmate.io/cdn-cgi/image/width=1600,fit=contain,quality=90/https://res.cloudinary.com/topmate/image/upload/s--X3rVIJT5--/c_fit,co_rgb:000000,g_north_west,h_500,l_text:Arial_130_bold:Data%20Engineering%20Interview%20preparation%20%26%20Tips,w_1300,x_350,y_380/c_fit,co_rgb:000000,g_north_west,h_100,l_text:Arial_55:Checkout%20my%20offerings%20and%20book%20a%20slot%20at,w_1500,x_350,y_920/c_fit,co_rgb:000000,g_north_west,h_1500,l_text:Arial_55:-%3E%20topmate.io%252F,w_1000,x_350,y_1000/c_fit,co_rgb:000000,g_north_west,h_1500,l_text:Arial_55_bold:samraddhi_gupta,w_1000,x_682,y_1000/c_fit,g_north_west,h_50,l_services_sharable:video_nhkyzj,o_100,w_50,x_350,y_215/c_fit,g_north_west,h_50,l_services_sharable:clock_ramnsz,o_100,w_50,x_800,y_215/c_fit,co_rgb:000000,g_north_west,h_100,l_text:Arial_55_bold:1:1%20call,w_850,x_425,y_220/c_fit,co_rgb:000000,g_north_west,h_100,l_text:Arial_55_bold:15%20mins,w_850,x_880,y_220/c_fit,g_north_west,h_400,l_uploadtopmate:profilepics:samraddhi_gupta,o_100,w_400,x_1800,y_220/v1/services_sharable/share_base_vv5vv8.jpg?ogv=22f:T42f,https://topmate.io/cdn-cgi/image/width=1600,fit=contain,quality=90/https://res.cloudinary.com/topmate/image/upload/s--X3rVIJT5--/c_fit,co_rgb:000000,g_north_west,h_500,l_text:Arial_130_bold:Data%20Engineering%20Interview%20preparation%20%26%20Tips,w_1300,x_350,y_380/c_fit,co_rgb:000000,g_north_west,h_100,l_text:Arial_55:Checkout%20my%20offerings%20and%20book%20a%20slot%20at,w_1500,x_350,y_920/c_fit,co_rgb:000000,g_north_west,h_1500,l_text:Arial_55:-%3E%20topmate.io%252F,w_1000,x_350,y_1000/c_fit,co_rgb:000000,g_north_west,h_1500,l_text:Arial_55_bold:samraddhi_gupta,w_1000,x_682,y_1000/c_fit,g_north_west,h_50,l_services_sharable:video_nhkyzj,o_100,w_50,x_350,y_215/c_fit,g_north_west,h_50,l_services_sharable:clock_ramnsz,o_100,w_50,x_800,y_215/c_fit,co_rgb:000000,g_north_west,h_100,l_text:Arial_55_bold:1:1%20call,w_850,x_425,y_220/c_fit,co_rgb:000000,g_north_west,h_100,l_text:Arial_55_bold:15%20mins,w_850,x_880,y_220/c_fit,g_north_west,h_400,l_uploadtopmate:profilepics:samraddhi_gupta,o_100,w_400,x_1800,y_220/v1/services_sharable/share_base_vv5vv8.jpg?ogv=226:[["$","title","0",{"children":"Data Engineering Interview preparation & Tips with Samraddhi Gupta"}],["$","meta","1",{"name":"description","content":"Data Engineering Interview preparation & Tips with Samraddhi Gupta · 1:1 Call · 15 mins · ₹399 · Topmate"}],["$","link","2",{"rel":"manifest","href":"/manifest.json","crossOrigin":"$undefined"}],["$","meta","3",{"name":"robots","content":"index, follow"}],["$","link","4",{"rel":"canonical","href":"https://topmate.io/samraddhi_gupta/36839"}],["$","meta","5",{"name":"yandex-verification","content":"0c572762b08c1459"}],["$","meta","6",{"name":"facebook-domain-verification","content":"xewq3sfwoskylhfigrhakv2hy7zemf"}],["$","meta","7",{"property":"og:title","content":"Data Engineering Interview preparation & Tips with Samraddhi Gupta"}],["$","meta","8",{"property":"og:description","content":"Data Engineering Interview preparation & Tips with Samraddhi Gupta · 1:1 Call · 15 mins · ₹399 · Topmate"}],["$","meta","9",{"property":"og:url","content":"https://topmate.io/samraddhi_gupta/36839"}],["$","meta","10",{"property":"og:image","content":"$2e"}],["$","meta","11",{"property":"og:type","content":"website"}],["$","meta","12",{"name":"twitter:card","content":"summary_large_image"}],["$","meta","13",{"name":"twitter:title","content":"Data Engineering Interview preparation & Tips with Samraddhi Gupta"}],["$","meta","14",{"name":"twitter:description","content":"Data Engineering Interview preparation & Tips with Samraddhi Gupta · 1:1 Call · 15 mins · ₹399 · Topmate"}],["$","meta","15",{"name":"twitter:image","content":"$2f"}],"$L30","$L31","$L32","$L33"]

Data Engineering Interview preparation & Tips with Samraddhi Gupta

Samraddhi Gupta

Data Engineering Interview preparation & Tips

About this session