Harman India

Time Series Forecasting Intern

InternshipWork from HomeMumbai, Maharashtra6 months25K/mo8 openingsImmediate / Rolling

About this internship

Harman India has an open Time Series Forecasting Intern position in Mumbai for motivated freshers and final-year students. You will work on live time-series forecasting projects and finish with something you can genuinely talk about in interviews. About the role As a Time Series Forecasting Intern…

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Skills you'll use

Time-Series AnalysisARIMA & ProphetPythonSeasonality & Trend DecompositionForecast Accuracy (MAPE / RMSE)Feature EngineeringPandasStatistical TestingBacktestingData Visualisation

What you'll do

Work on forecasting demand, load or price and being honest about the uncertainty alongside the core team
Apply Time-Series Analysis, ARIMA & Prophet, Python, Seasonality & Trend Decomposition to live, production-facing problems
Document your work clearly for reviewers and stakeholders
Participate in reviews and act on the feedback you receive
Collaborate across engineering, product, design or business as required
Follow the team's quality, testing and documentation standards

Who can apply

Pursuing or recently completed B.E./B.Tech, B.Sc/M.Sc (Statistics / Mathematics / Economics) or MCA
Graduating batch 2025, 2026 or 2027 — final-year students and recent graduates welcome
60% / 6.0 CGPA and above preferred; strong project work is considered alongside academics
Working knowledge of Time-Series Analysis, ARIMA & Prophet, Python (or a genuine willingness to learn them)
Exposure to Seasonality & Trend Decomposition, Forecast Accuracy (MAPE / RMSE), Feature Engineering is an advantage
Clear written and verbal communication in English, and care with detail in your work
No prior work experience required — this is a fresher-friendly internship
Based in Mumbai, Maharashtra or willing to work from there for the internship period

Perks & benefits

Networking with senior professionalsInternship CertificateLetter of RecommendationMentorship from a named mentorLive project experience

Interview & selection process

4 rounds — typical selection flow for this role:

1Application screening & resume shortlisting by the talent team
2Discussion with the hiring manager on the role and your fit
3Team-fit / behavioural interview with the team
4HR discussion — stipend, start date, expectations and offer

About Harman India

Harman India operates in the automotive electronics sector and has an active presence in Mumbai. Interns here are put on real work from the start, because the team's view is that the fastest way to learn a craft is to practise it under people who already do it well — not to watch it from a…

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