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Software Engineer ( Machine Learning Ops )

  • Company: Ntst
  • Location: Bengaluru, India
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Ntst — company details are preparing and update automatically in a few seconds (or refresh).

Ntst invites applications for a Software Engineer ( Machine Learning Ops ) based in Bengaluru, India. This full-time opportunity centres on building reliable systems that take machine learning models from development into stable production use.

About the Role

The Software Engineer ( Machine Learning Ops ) position at Ntst in Bengaluru, India places you at the intersection of software engineering and operational machine learning Workflows. You will help create and sustain the platforms that train, deploy and monitor models while working closely with cross-functional colleagues. Ntst is hiring for this role and offers a supportive team environment. Full-time colleagues in this capacity play an essential part in keeping machine learning services performant and reproducible for internal users.

What You'll Do

  • Design and implement automated pipelines that support model training, packaging and release cycles
  • Collaborate with data science and platform teams to productionise machine learning solutions reliably
  • Establish continuous integration and delivery practices tailored to machine learning artefacts and data
  • Monitor live model performance, set up logging and alerting, and address operational issues promptly
  • Improve infrastructure components so that machine learning workloads remain scalable and cost-efficient
  • Document processes and shared tooling so that other engineers can adopt consistent MLOps standards

Qualifications

  • Solid background as a software engineer with practical exposure to machine learning operations
  • Strong skills in Python and familiarity with common machine learning libraries and frameworks
  • Hands-on knowledge of container technologies, orchestration systems and cloud-native services
  • Understanding of version control for code, models and datasets together with reproducible experiment methods
  • Ability to communicate clearly with peers and contribute effectively within a Bengaluru-based team
  • Interest in keeping pace with evolving MLOps practices and tooling

Why Join Ntst

Ntst is hiring for this role and offers a supportive team environment. As a Software Engineer ( Machine Learning Ops ) in Bengaluru, India you will grow your expertise while delivering systems that matter to the organisation and its users.

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Listing facts

  • Role Software Engineer ( Machine Learning Ops )
  • Employer Ntst
  • Location Bengaluru, India
  • Type Full Time
  • Posted July 13, 2026
  • Apply by 2026-08-12
  • Country context India
  • Overview Full original description on this page (334 words; rewritten for clarity, not a teaser paste)

Facts above come from this job record on Get A Job.AI — not copied from third-party review sites.

Typical work in Senior Software Engineer

Independent occupational context from O*NET (U.S. public-domain labor data). This is about the occupation, not a rewrite of this employer's posting.

  • Analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.
  • Analyze user needs and software requirements to determine feasibility of design within time and cost constraints.
  • Confer with data processing or project managers to obtain information on limitations or capabilities for data processing projects.
  • Confer with systems analysts, engineers, programmers and others to design systems and to obtain information on project limitations and capabilities, performance requirements and interfaces.
  • Consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.
  • Coordinate installation of software system.

Source: O*NET

Employer website

ntst.com

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Occupation family: Senior Software Engineer

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Software Engineer ( Machine Learning Ops ) Ntst · Bengaluru, India