MLOps Engineer - Bangalore Hyderabad Kolkata
- Genpact
- 6 - 11 years
- Kolkata
- 2 days ago
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Job Description
Inviting applications for the role of 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
Why join Genpact?
- Be a transformation leader Work at the cutting edge of AI, automation, and digital innovation
- Make an impact Drive change for global enterprises and solve business challenges that matter
- Accelerate your career Get hands-on experience, mentorship, and continuous learning opportunities
- Work with the best Join 140,000+ bold thinkers and problem-solvers who push boundaries every day
- Thrive in a values-driven culture Our courage, curiosity, and incisiveness - built on a foundation of integrity and inclusion - allow your ideas to fuel progress
Come join the tech shapers and growth makers at Genpact and take your career in the only direction that matters: Up.
Lets build tomorrow together.
Genpact is an Equal Opportunity Employer and considers applicants for all positions without regard to race, color, religion or belief, sex, age, national origin, citizenship status, marital status, military/veteran status, genetic information, sexual orientation, gender identity, physical or mental disability or any other characteristic protected by applicable laws. Genpact is committed to creating a dynamic work environment that values respect and integrity, customer focus, and innovation.
Furthermore, please do note that Genpact does not charge fees to process job applications and applicants are not required to pay to participate in our hiring process in any other way. Examples of such scams include purchasing a 'starter kit,' paying to apply, or purchasing equipment or training.
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Machine Learning EngineerEmployement Type: Full timeContact Details:
Company: GenpactLocation(s): Kolkata
Keyskills: MLops Machine Learning Artificial Intelligence Natural Language Processing Neural Networks Al Computer Vision Deep Learning Ml
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