Role

RoleCommunity view

Data Science / ML

Building models and pipelines: forecasting, recommendations, fraud, search, increasingly LLM applications. Most people arrive from software engineering or analytics with a strong maths base, or from …

From Campus Binge's data, as of 2026-10-15. Each fact says how far to trust it.

Level
3
Community viewCampus Binge career graph: aggregates of public career profiles (cells with n ≥ 5); no person is named

About

Building models and pipelines: forecasting, recommendations, fraud, search, increasingly LLM applications. Most people arrive from software engineering or analytics with a strong maths base, or from a Master's programme. Day to day is mostly data cleaning, evaluation and shipping something that survives production, not research. Python, statistics and a real project you can talk through matter more than certificates. Bengaluru and Hyderabad have most of the roles.

On your map

Steps
  1. Ship one end-to-end project: data, model, evaluation, a page that explains it.
  2. Revisit probability and linear algebra until you can explain a model's failure modes.
  3. Read three recent papers or engineering blogs from teams doing the work you want.

Sources

  1. Campus Binge career graph: aggregates of public career profiles (cells with n ≥ 5); no person is namedCommunity view
    As of 2026-10-15

Block role/data-science-ml · sha256:0ec0b89b93f7… · JSON · Markdown