Urgent: Senior Principal Consultant – ML Engineers
4 weeks 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
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