Azure ML Engineer
1 week ago
Job Overview
EXL is a leading consulting and analytics firm that provides support to fortune companies across multiple industry domains.
The Azure ML Engineer will be working with a client of our Retail, Telecom, and Media practice on Generative AI initiatives, helping them deploy and maintain data pipelines and machine learning models in a production environment.
Responsibilities:
- Deployment, monitoring, and maintenance of data pipelines and machine learning models in a production environment.
- Collaboration with data engineers, data scientists, and IT teams to resolve technical issues and optimize data and ML workflows.
- Maintenance of detailed documentation for data and ML operations processes, configurations, and updates.
- Project task management with team spread across onshore and offshore locations.
- Ownership of client communication – gathering requirements, problem structuring, and delivery of output.
- Staying up-to-date with new tools and technologies in the market, creating a point of view on where they fit in the ML Operations scope and how they support client architectures.
- Building capabilities in junior team members.
Requirements:
- 3+ years of experience in developing and deploying machine learning models.
- Bachelor's or master's degree in economics, mathematics, computer science/engineering, operations research, or related analytics areas.
- Extensive knowledge of ML tools and other services within the Azure ecosystem.
- Strong software development skills in Python.
- Experience with building data pipelines in Airflow (or similar programmable tools).
- Understanding of machine learning concepts and frameworks (e.g., TensorFlow, PyTorch).
- Familiarity with version control systems (e.g., Git), CI/CD tools (Jenkins, Concourse, Ansible, Chef, Puppet etc.), and containerization technologies (e.g., Docker, Kubernetes).
- Excellent problem-solving and communication skills.
Preferred Qualifications:
- Experience in Large Language Models (LLM) and prompt engineering.
- Experience in OpenAI, Video Analytics, Audio Analytics.
Estimated Salary: ₹20,00,000 - ₹35,00,000 per annum
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