IN_Sr Associate_ AWS Devops With MLOPs Developer_Application Technology_Advisory_ PAN INDIA (early joiners)

PwC; Bengaluru; On-site; INR 1,200,000 - 1,800,000; Full time

Job summary

PwC is hiring for a Business Applications Consulting specialist in Bangalore, focusing on building and operating ML/AI driven workflows. The role requires expertise in DevOps, CI/CD, and cloud-native ML deployments to help clients optimize operational efficiency.

You will partner with data scientists and DevOps teams to deliver scalable production APIs. The position emphasizes technologies like SageMaker, EKS, Lambda, LangChain, and Bedrock, with a strong focus on governance, monitoring, and

Qualifications

• 3+ years of experience in AWS DevOps and ML product deployment.
• Ability to operationalize ML models from prototypes to production APIs using SageMaker, EKS, and Lambda.
• Strong knowledge of AWS services (S3, EC2, CloudFormation) for ML training and inference.
• Collaborates with data scientists and DevOps teams to optimize models for production.

Responsibilities

• Build and set up new development tools and infrastructure for CI/CD.
• Develop end-to-end CI/CD pipelines for ML workflows and production APIs.
• Ensure security and monitor model performance, data drift, and latency.
• Work with data scientists to optimize models and with DevOps for infrastructure.

Skills

DevOps

CI/CD

AWS

UNIX Shell Scripting

Model Deployment

Education

Bachelor of Engineering

MBA (Master of Business Administration)

Tools

LangChain

Amazon Bedrock

SageMaker

EKS

Lambda

CloudFormation

Job description

Line of Service

Advisory

Industry/Sector

Not Applicable

Specialism

Operations

Management Level

Senior Associate

Job Description & Summary

At PwC, our people in business application consulting specialise in consulting services for a variety of business applications, helping clients optimise operational efficiency. These individuals analyse client needs, implement software solutions, and provide training and support for seamless integration and utilisation of business applications, enabling clients to achieve their strategic objectives.

As a business application consulting generalist at PwC, you will provide consulting services for a wide range of business applications. You will leverage a broad understanding of various software solutions to assist clients in optimising operational efficiency through analysis, implementation, training, and support.

Why PWC

At PwC, you will be part of a vibrant community of solvers that leads with trust and creates distinctive outcomes forour clients and communities. This purpose-led and values-driven work, powered by technology in an environment that drives innovation, will enable you to make a tangible impact in the real world. We reward your contributions, support your wellbeing, and offer inclusive benefits, flexibility programmes and mentorship that will help you thrive in work and life. Together, we grow, learn, care, collaborate, and create a future of infinite experiences foreach other. Learn more about us.

At PwC, we believe in providing equal employment opportunities, without any discrimination on the grounds of gender, ethnic background, age, disability, marital status, sexual orientation, pregnancy, gender identity or expression, religion or other beliefs, perceived differences and status protected by law. We strive to create an environment where each one of our people can bring their true selves and contribute to their personal growth and the firm’s growth. To enable this, we have zero tolerance for any discrimination and harassment based on the above considerations.

Job Description & Summary:

A career within Enterprise Architecture services, will provide you with the opportunity 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 continuallyresearchingnew technologiesto drive innovation and sustainable change.

Responsibilities:

AsaAWS DEVOPS MLOPsEngineer, you willbe responsible forbuilding and setting up new development tools and infrastructureutilizingknowledge 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, andutilizingyourexpertisein UNIX Shell Scripting.Operationalize ML models developed by scientists, moving them from prototypes to scalable, real-timeproductionAPIs.

Mandatory skill sets:

Pipeline Automation: Build andmaintainCI/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 tooptimizemodels for production and with DevOps for infrastructure.

Preferred skill sets:

GenAI/LLM Focus: Incutting-edgeroles,establishrobust pipelines for LLM fine-tuning and deployment (using tools likeLangChainor Amazon Bedrock).

Years of experiencerequired:

3+ yrs exp

Education qualification:

B.E. /B.Tech/ MCA/M.E/M.TECH/ MBA/ PGDM. All qualifications should be in regular full-time mode with no extension of course duration due to backlogs

Education

(if blank, degree and/or field of study not specified)

Degrees/Field of Study required: Bachelor of Engineering, MBA (Master of Business Administration)

Degrees/Field of Study preferred:

Certifications

(if blank, certifications not specified)

Required Skills

DevOps

Optional Skills

Accepting Feedback, Accepting Feedback, Active Listening, Analytical Reasoning, Analytical Thinking, Application Software, Business Data Analytics, Business Management, Business Technology, Business Transformation, Communication, Creativity, Documentation Development, Embracing Change, Emotional Regulation, Empathy, Implementation Research, Implementation Support, Implementing Technology, Inclusion, Intellectual Curiosity, Learning Agility, Optimism, Performance Assessment, Performance Management Software {+ 16 more}

Desired Languages

(If blank, desired languages not specified)

Travel Requirements

Not Specified

Available for Work Visa Sponsorship?

No

Government Clearance Required?

No

Job Posting End Date

July 3, 2026