18 Aug
|
PwC Service Delivery Center
|
Bengaluru
18 Aug
PwC Service Delivery Center
Bengaluru
Line of Service Advisory
Industry/Sector Not Applicable
Specialism Operations
Management Level Senior Associate
Job Description & Summary
A career within Enterprise Architecture services, will provide you with the prospect to bring our clients a competitive advantage through defining their technology objectives, assessing solution options, and devising architectural solutions that help them achieve both strategic goals and meet operational requirements. We help build software and design data platforms, manage large volumes of client data, develop compliance procedures for data management, and continually researching new technologies to drive innovation and sustainable change.
Responsibilities:
As an AWS DEVOPS MLOPs Engineer, you will be responsible for building and setting up new development tools and infrastructure using knowledge in continuous integration, delivery, and deployment (CI/CD), cloud technologies, container orchestration and security. Your typical day will involve building and testing end-to-end CI/CD pipelines, ensuring that systems are safe against security threats, and utilizing your expertise in UNIX Shell Scripting. Operationalize ML models developed by scientists, moving them from prototypes to scalable, real-time production APIs.
Mandatory skill sets:
- Pipeline Automation: Build and maintain CI/CD pipelines for machine learning workflows to enable rapid, automated deployment.
- Production Deployment: Operationalize ML models developed by scientists, moving them from prototypes to scalable, real-time production APIs (using Amazon SageMaker, EKS, Lambda).
- Monitoring & Governance: Implement monitoring systems to track model performance, data drift, and latency.
- Infrastructure Management: Provision and manage AWS infrastructure (S3, EC2, CloudFormation) tailored for ML training and inference.
- Collaboration: Work with data scientists to optimize models for production and with DevOps for infrastructure.
Preferred skill sets:
- GenAI/LLM Focus: In cutting-edge roles, establish robust pipelines for LLM fine-tuning and deployment (using tools like LangChain or Amazon Bedrock).
Years of experience required: 3+ yrs exp
Education qualification: B.E. / B.Tech / MCA / M.E
Disclaimer: This job posting has been aggregated from external source. Role details, content, and availability are subject to change. Applicants are advised to confirm the latest information directly on the company website before applying.
📌 IN_Sr Associate_ AWS Devops With MLOPs Developer (Bengaluru)
🏢 PwC Service Delivery Center
📍 Bengaluru