Is AI job matching the same for every department?

No. All departments are listed and filterable. Explainable match scores and named skill gaps are strongest on engineering listings where resume and JD parsing align; browse other departments without expecting identical gap detail.

Where should I read how match scores work?

See /features/ai-job-matching and /blog/how-ai-job-matching-works for scoring mechanics; use /career-insights for aggregate skill trends from live listings.

Blog

India Jobs by Department: /careers Board, Filters, and Match Quality

Q: How many departments does FeedbackAI show on /careers?

Seven department filters: engineering, sales, customer support and operations, finance and accounts, marketing, human resources, and healthcare — each maps to synced listing tags on /careers.

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FeedbackAI /careers is a single India job board with department filter chips — not separate SEO landing pages per department in v1. Engineering, sales, customer support and operations, finance and accounts, marketing, human resources, and healthcare listings share search, city, and work-mode filters. AI match scores and skill-gap explainability are strongest on engineering roles where resume and JD parsing align; other departments are honestly listed and filterable without invented match percentages. This hub explains the seven departments, when to trust match scores, and where to read product detail on /features/ai-job-matching.

Last updated 5 November 2026

The seven department chips

Department	Filter slug	Typical listings
Engineering	engineering	Software, data, DevOps, security IC roles
Sales	sales	Inside sales, BDE, account management
Support & ops	customer-support-operations	Customer support, operations, service desks
Finance	finance-accounts	Finance, accounting, FP&A where synced
Marketing	marketing	Growth, content, brand roles where synced
HR	human-resources	Recruiting, HRBP, people ops where synced
Healthcare	healthcare	Clinical and healthcare ops where synced

Engineering-first match scores (honest product boundary)

Upload a resume once; engineering JDs produce match scores, factor breakdowns, and named skill gaps after signup.

Sales, support, and other departments still appear on the same board — browse, filter, and apply. Treat any lighter scoring as directional; we do not fabricate percentages to fill UI gaps.

How to browse

Open /careers and pick a department chip — or deep-link e.g. /careers?department=engineering&utm_source=seo.
Combine city and remote/hybrid filters for India hubs.
Sign up for apply tracking; PRACTICE assessments stay optional.

Department discovery guides

Sales & BDE — https://www.feedbackai.live/blog/sales-and-bde-jobs-india-careers

Customer support — https://www.feedbackai.live/blog/customer-support-jobs-india-careers

Engineering role verticals — backend Java Bengaluru, data engineering India, and related match guides in /blog

For job seekers

Topic hubs

Resume & match score
Upload once; rank jobs by fit.
Interview prep
Prep from a matched job.
AI job matching
How scores and gaps work.
Jobs matching my resume
Rank live listings.

Browse all departments on one board.

Open /careers

How scores and gaps work on engineering listings.

AI job matching feature

Trust & transparency

Security & trust
Tenant isolation, AI governance, and employer due diligence.
How assessments work
Matching-first hiring — optional PRACTICE and formal screens.

Frequently asked questions

Which departments appear on /careers?: Engineering, sales, customer support and operations, finance and accounts, marketing, human resources, and healthcare — each has a department filter chip tied to synced listing tags.
Is AI matching the same for every department?: No. All departments are listed and filterable. Explainable match scores and named skill gaps are strongest on engineering listings today.
Where do I learn how match scores are built?: Read /features/ai-job-matching and /blog/how-ai-job-matching-works; use /career-insights for live aggregate skill trends.