Data Scientist with MLOps Expertise

10 hours ago


Pune, Maharashtra, India Wipro Full time
Job Description

We are seeking a highly skilled Data Scientist to join our team at Wipro. The successful candidate will be responsible for designing and implementing end-to-end MLOps solutions that meet the highest standards of quality and efficiency.

Key Responsibilities:
  • Automating AI/ML Model Deployment: Design, develop, and deploy AI/ML models using various tools and technologies such as Docker, Kubernetes, and MLflow.
  • Integrating Codebases: Collaborate with cross-functional teams to integrate new codebases with customer pipelines, ensuring seamless data flow and minimal latency.
  • CI/CD Pipeline Automation: Automate CI/CD pipelines to account for data, code, and model changes, ensuring continuous delivery of high-quality software.
  • Programming and Machine Learning: Develop and maintain machine learning algorithms and frameworks, as well as domain knowledge to drive business outcomes.
  • Data Management and Querying: Query and work with databases, testing ML models, Git, and version control systems like Flask, FastAPI, and Docker.
  • Containerization and Orchestration: Leverage Docker and Kubernetes to containerize and orchestrate applications, ensuring scalability and reliability.
  • Experiment Tracking and Pipelines: Utilize experiment tracking frameworks like MLflow to track model performance and automate data pipelines using Airflow, Kafka, and RabbitMQ.
  • Best Practices and POC Execution: Implement best practices and execute proof-of-concepts (POCs) for automated and efficient model operations at scale.
  • Large Foundation Models and APIs: Have hands-on experience using large foundation models (e.g., LLMs) and associated toolchains (e.g., langchain) and APIs to build applications, tools, and workflows for production.
  • Customer Collaboration: Collaborate with customer architect teams to drive and own the deployment cycle and coordinate with AIML developers to deploy solutions.

Salary: $120,000 - $180,000 per annum.



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