Learn the work behind Data, AI & Forward Deployed Engineering
Practical explanations, career decisions and reproducible workflows. Read the reasoning, inspect the evidence and follow the next skill into a real programme.
FDE jobs for freshers in India: what the postings ask for
Most FDE postings ask for years you don't have. We counted what 138 Indian listings actually ask for, named the six open to near-freshers, and built a 90-day plan around the gap.
Forward deployed engineer interview questions, with model answers
Eleven FDE interview questions with what a strong answer actually contains, one decomposition round answered in full, and an honest note on what Indian startups ask freshers.
FDE courses with placement in India: how to read the promises
Most FDE courses offer placement assistance, not a job. A practical checklist for reading placement claims, using providers' own published wording, and what a written guarantee should contain.
FDE course fees in India, compared with GST included
One table of published FDE course fees in India, every figure converted to GST-inclusive, with duration, live hours, refund terms and a simple way to compare cost per live hour.
FDE certification in India: what exists and what employers check
No official FDE certification exists. Here is what the GSDC exam, the AWS partner credential and IIT continuing-education certificates actually are, and what hiring teams look at instead.
FDE Case File 02: Connecting AI to Legacy Systems Without Handing Over the Keys
Sales staff want to ask an AI about any order, price or shipment. The data sits in a 15-year-old ERP, an undocumented SOAP service and CSV files. Here is how that gets connected without giving the AI the keys.
FDE Case File 01: An AI Compliance Assistant for a Bank Whose Data Can't Leave the Building
A compliance team wants answers from RBI directions in seconds, with the paragraph cited. The data can't go to a foreign API. Here is why that is hard, and how the system is actually built.
FDE Field Report, October 2026: 8,900 Seats at TCS, About 1,500 People to Fill Them
TCS, Infosys and Wipro have announced plans for thousands of FDEs. A staffing firm counts about 1,500 available. Here is what that gap means — and what the hype leaves out.
Does more education mean less unemployment for young Indians? PLFS
A counter-intuitive pattern often reported for India is that young graduates show higher unemployment rates than young people with less schooling. This project tests that claim directly with the Periodic Labour Force…
Write an AI project case study a hiring manager will finish
An AI project case study that a hiring manager will read to the end opens with the user's problem in one sentence, shows the result within the first screen, and spends the rest explaining the one or two decisions that…
Working in a GCC AI team: structure, time zones and what's expected
An AI team inside a global capability centre (GCC) in India usually sits in a matrix: you report locally to an India manager but your work is prioritised by a product or business owner abroad, often several time zones…
Returning to tech after a break through AI roles: a practical plan
Women returning to tech after a career break can use AI roles as a way back in by building on what they already know — domain knowledge, testing discipline, stakeholder experience — rather than starting over as a…
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