Software Scientist
CSE · Data Mining · Ch 2.4.7

Cosine similarity: jobs, industries and a business idea

A way to measure how similar two documents or profiles are, used inside search engines and today's AI.

1

In job ads, it's called

embeddingsvector searchsemantic similarityRAG

Roles that use it: AI Engineer, NLP Engineer, Search Engineer, ML Engineer.

See live openings right now:

2

Industries that need it

AI startupsCustomer supportLegal and HR techE-commerce search

Tools used at work: Python, sentence embeddings, vector databases (pgvector, FAISS).

3

Your mother tongue is a skill

Similarity search for Telugu and other Indian languages is still young; people who know the language and the method are rare.

4

Build a business from it

"Find the matching answer" chat support for small companies, built on their own FAQ documents.

Prove it this weekend

Build a tool that finds which of your past exam questions are most similar to a new question.

Put it on your own website (make one free with our website tool) and share the link in your applications.

We never promise jobs or income. Pay depends on skills, city and company, so check live listings. Never pay anyone to apply for a job.

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Open the doors hiding in your subjects, live: jobs, mother-tongue work and a business. Then build it with AI. Full refund within 30 days.

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