ML Ops Engineer

This role involves maintaining and improving machine learning systems in production. The candidate will monitor model performance, manage incident responses, and support infrastructure migrations. It suits someone with experience in MLOps and data engineering.

Summarised by InternDoor from Sony India Software Centre’s posting, in our own words. The posting itself is the source of truth, so check it before you apply.

• Monitor model quality with dashboards and alerts using Grafana and Datadog
• Own incident triage and root cause analysis for production models
• Support platform migrations and validate data pipelines on Databricks

Required

• Experience overall, with at least 2–3 years in MLOps, ML/data engineering or SRE for data and ML systems
• Collaboration
• Skills Machine Learning, Python, Data Warehousing, AWS, Data Analytics, Grafana
• Monitor model quality prediction distributions, feature drift, and model and data freshness
• Own dashboards alerts and triage (Grafana, Datadog, Prometheus), with a runbook for every alert
• Lead model incident triage across infrastructure, model and data, and drive RCAs to closure
• Work on Data Quality Monitoring framework and keep training and inference pipelines on Databricks / Spark
• Support platform migrations Lakehouse / Unity Catalog, runtime upgrades) with validation before and after each cutover
• Improve CI/CD and code quality for ML jobs, and onboard model teams through documentation and KT sessions

Read from Sony India Software Centre’s posting. Its own wording is the one that counts.

1. Check what they ask for. Read the requirements above: Sony India Software Centre asks for 2–3 years.
2. Tailor your resume to the role. Put the work that matches these skills first. InternDoor’s resume tailor does it against this posting.
3. Apply on Sony India Software Centre’s careers site. The application is on careers.sonyindiasoftware.co.in, not on InternDoor. We never ask for a fee.

Apply soon: postings like this can close without notice, and this one states no deadline.

Posted

3 Nov 2026, on LinkedIn

First seen by InternDoor

3 Nov 2026, within 2 hours of being posted

Last checked

3 Nov 2026: the posting was still in LinkedIn’s search results. We have not checked its application page.

Application deadline

Sony India Software Centre has not stated one

Leaves InternDoor

By 3 Dec 2026, our 30-day limit for LinkedIn listings, or sooner if the application closes

Application page

careers.sonyindiasoftware.co.in

What we checked, and what the dates mean

The date this listing leaves InternDoor is our own rule, not a deadline set by Sony India Software Centre. Postings can close earlier, at any time.

InternDoor has recorded 2 engineering postings from Sony India Software Centre in India since Nov 2026.

When this listing comes down, this address says the role has closed and lists open roles like it, instead of a dead end.

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