MLops/ML Architect

5 days ago

Yelahanka, Karnataka, India Black & White Full time ₹ 32,00,000 - ₹ 40,00,000 per year

Company Name :

Job Title :

MLOps / ML Architect

Qualification :

Any graduation

Experience :

14 to 20years

Must Have Skills :

  • 14 – 16 years of total experience, 3 – 5 years of relevant experience on Sagemaker AI

  • Hands on experience of the following –

  • Structure a ML system (batch, real-time, or LLM) as modular ML pipelines that can be independently developed, tested, and operated

  • Ensure the consistency of feature data between offline training and online operations

  • Govern data in a feature store and promote collaboration between teams with a feature store

  • Implement MLOps principles of automated testing, versioning, and monitoring of features and models.

Good to Have Skills :

  • How to train ML models from (time-series) tabular data in a feature store

  • How to personalize LLMs using fine-tuning and RAG

  • How to validate models using evaluation data from a feature store

  • Identify and develop reusable model-independent features

  • Identify and develop model-dependent features

  • Identify and develop on-demand (real-time) features

  • validate feature data, test feature functions and test ML pipelines

  • Schedule feature pipelines and batch inference pipelines

Roles and Responsibilities :

  • Schedule feature pipelines and batch inference pipelines

  • Deploy real-time models, connected to a feature store

  • Log and monitor features and models with a feature store

  • Develop user-interfaces to ML systems

Location :

Hyderabad, Bangalore and Pune

CTC Range :

40LPA

Notice period :

Immediate

Shift Timings :

Mode of Interview :

Virtual

Mode of Work :

Hybrid

Mode of Hire :

Note :

Contract position



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