TCS presents an excellent chance for Machine Learning Ops .
Role: Machine Learning Ops
Desired Experience Range: 6 -8 Years
Location: Pan India.
Roles & Responsibilities-
- Proven experience (6+ years) in large scale AIMLDS development and deployment.
- Deep knowledge and experimentation with Gen Ai and associated components
- Strong knowledge and experience (6+ years) with of Python and SQL
- Preferred
- Should have Experience with Gen AI and its components like Proprietary LLMs, custom LLM deployments, Vector Search, fine-tuning models
- Should have experience with Search engine development and deployment as hybrid search, re-ranking algorithms, sparse and dense embedding generation and usage
- Proven experience with Python,
SQL & GCP vertex AI & development and deployment of low latency search applications.
- Strong experience in proper model deploying ,logging, API development/deployment Verteaxi, GCP, Python, SQL & Deep learning, Created, deployed, scheduled and monitored multiple ML based applications (Knowledge of model lifecycle: training validation deployment monitoring).
Good-to-Have-
- Proven experience with ML Ops, model development, model registry, feature monitoring, model performance monitoring, Algorythms and implementing production workloads on it.
- Experience with setting up CI/CD pipelines using Cloud Build and Bit Bucket.