
Search by job, company or skills
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
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