Postman

Machine Learning Engineer

Job · Full-timeHybridPanaji, Goa0–2 years58K/mo5 openingsImmediate / as per notice period

About this role

Postman is recruiting a Machine Learning Engineer for its Panaji team. The role suits someone early in their career who wants depth in applied machine learning rather than a rotation through everything at once. About the role This Machine Learning Engineer position is about training models and —…

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Skills you'll use

PythonScikit-learnPyTorch or TensorFlowFeature EngineeringModel EvaluationSQLModel DeploymentExperiment TrackingStatisticsGit

What you'll do

Build, train and evaluate models against a defined metric
Engineer features and check for leakage before trusting results
Deploy models and monitor them for drift
Run experiments and report results without overclaiming
Work with engineering on serving and latency
Flag risks and blockers early rather than at the deadline
Keep your tracker and status honest, including when something has slipped

Who can apply

B.E./B.Tech, BCA/MCA, B.Sc/M.Sc (Statistics / Mathematics) or MBA (Analytics) from a recognised university
0–2 years of relevant experience — internships, academic projects and personal work all count, and 2026 graduates are welcome
Working knowledge of Python, Scikit-learn, PyTorch or TensorFlow
Comfort with Python, PyTorch or TensorFlow and a serving stack, and the ability to pick up an unfamiliar tool without waiting to be taught it
The judgement to know when a problem is yours to solve and when it needs escalating — and to escalate with the relevant detail attached.
Attention to detail, ownership and the discipline to document your work
Based in Panaji, Goa or willing to relocate

Perks & benefits

Support for internal mobility across teamsFixed monthly salary, paid on timeStructured onboarding with a named mentor for the first 90 daysHealth insurance cover for you (and family cover on confirmation)Learning and certification budgetPaid leave, casual leave and public holidaysFlexible working hours around core collaboration timeModern hardware and the tool licences your role needs

Interview & selection process

5 rounds — typical selection flow for this role:

1Resume screening and profile shortlisting by the talent acquisition team
2Technical or practical round based on the day-to-day work of the role
3Take-home exercise or live problem-solving discussion
4Discussion with the hiring manager on how you approach problems and work with others
5HR discussion — compensation, notice period, joining date and offer roll-out

About Postman

Postman operates in the technology sector and runs an active team in Panaji. It is a working employer with real customers and real deadlines — the role advertised here exists because there is work that needs doing, not to fill a headcount plan. Industry and what the company does Postman works in…

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