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Genpact

Senior Principal Consultant ML Engineers

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  • Posted 2 months ago

Job Description

Inviting applications for the role of Senior Principal Consultant - ML Engineers!

In this role, lead the automation and orchestration of our machine learning infrastructure and CI/CD pipelines on public cloud (preferably AWS). This role is essential for enabling scalable, secure, and reproducible deployments of both classical AI/ML models and Generative AI solutions in production environments.

Responsibilities

  • Develop and maintain CI/CD pipelines for AI/GenAI models on AWS using GitHub Actions and CodePipeline. (Not Limited to)

  • Automate infrastructure provisioning using IAC. (Terraform, Bicep Etc)

  • Any cloud platform - Azure or AWS

  • Package and deploy AI/GenAI models on (SageMaker, Lambda, API Gateway).

  • Write Python scripts for automation, deployment, and monitoring.

  • Engaging in the design, development and maintenance of data pipelines for various AI use cases

  • Active contribution to key deliverables as part of an agile development team

  • Set up model monitoring, logging, and alerting (e.g., drift, latency, failures).

  • Ensure model governance, versioning, and traceability across environments.

  • Collaborating with others to source, analyse, test and deploy data processes

  • Experience in GenAI project

Qualifications we seek in you!

Minimum Qualifications

  • experience with MLOps practices.

  • Degree/qualification in Computer Science or a related field, or equivalent work experience

  • Experience developing, testing, and deploying data pipelines

  • Strong Python programming skills.

  • Hands-on experience in deploying 2 - 3 AI/GenAI models in AWS.

  • Familiarity with LLM APIs (e.g., OpenAI, Bedrock) and vector databases.

  • Clear and effective communication skills to interact with team members, stakeholders and end users

Preferred Qualifications/ Skills

  • Experience with Docker-based deployments.

  • Exposure to model monitoring tools (Evidently, CloudWatch).

  • Familiarity with RAG stacks or fine-tuning LLMs.

  • Understanding of GitOps practices.

  • Knowledge of governance and compliance policies, standards, and procedures


About Company

Genpact (NYSE: G) is a global professional services and solutions firm delivering outcomes that shape the future. Our 125,000+ people across 30+ countries are driven by our innate curiosity, entrepreneurial agility, and desire to create lasting value for clients. Powered by our purpose - the relentless pursuit of a world that works better for people - we serve and transform leading enterprises, including the Fortune Global 500, with our deep business and industry knowledge, digital operations services, and expertise in data, technology, and AI.

Job ID: 127405485