4604091-Manager

Reposted One Month Ago
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Gurugram, Haryana, IND
Hybrid
Senior level
Information Technology • Database • Consulting
The Role
Design, build, and maintain scalable data and ML pipelines; implement MLOps frameworks for model lifecycle; apply DevOps (CI/CD, containerization, IaC); support agent development using MCP/OpenAPI and A2A protocols; ensure data quality, governance, and production reliability.
Summary Generated by Built In
MLOpsWe are looking for a highly skilled Analytics & Data Engineering professional with a strong background in Machine Learning, MLOps, and DevOps. The ideal candidate will have experience designing and implementing scalable data and analytics pipelines, enabling production-grade ML systems, and supporting agent-based development leveraging MCP/OpenAPI to MCP wrapper and A2A protocols. This role combines hands-on technical work with solution design, and will require close collaboration with data scientists, product teams, and engineering stakeholders. ;Key ResponsibilitiesDesign, build, and maintain scalable data pipelines and ETL/ELT processes for analytics and ML workloads.Implement MLOps frameworks to manage model lifecycle (training, deployment, monitoring, and retraining).Apply DevOps best practices (CI/CD, containerization, infrastructure as code) to ML and data engineering workflows.Develop and optimize data models, feature stores, and ML serving architectures.Collaborate with AI/ML teams to integrate models into production environments.Support agent development using MCP/OpenAPI to MCP wrapper and A2A (Agent-to-Agent) communication protocols.Ensure data quality, governance, and compliance with security best practices.Troubleshoot and optimize data workflows for performance and reliability.Required Skills & ExperienceCore:6+ years in analytics and data engineering roles.Proficiency in SQL, Python, and data pipeline orchestration tools (e.g., Airflow, Prefect).Experience with distributed data processing frameworks (e.g., Spark, Databricks).ML/MLOps:Experience deploying and maintaining ML models in production.Knowledge of MLOps tools (MLflow, Kubeflow, SageMaker, Vertex AI, etc.).DevOps:Hands-on experience with CI/CD (Jenkins, GitHub Actions, GitLab CI).Proficiency with Docker, Kubernetes, and cloud-based deployment (AWS, Azure, GCP).Specialized:Experience with MCP/OpenAPI to MCP wrapper integrations.Experience working with A2A protocols in agent development.Familiarity with agent-based architectures and multi-agent communication patterns. ;Preferred QualificationsMaster’s degree in Computer Science, Data Engineering, or related field.Experience in real-time analytics and streaming data pipelines (Kafka, Kinesis, Pub/Sub).Exposure to LLM-based systems or intelligent agents.Strong problem-solving skills and ability to work in cross-functional teams. About the TeamEXL is the indispensable partner for leading businesses in data-led industries such as insurance, banking and financial services, healthcare, retail and logistics. We bring a unique combination of data, advanced analytics, digital technology and industry expertise to help our clients turn data into insights, streamline operations, improve customer experience, and transform their business. Our partnerships with clients are built on a foundation of collaboration – and we’ve been chosen as a partner by nine of the top ten leading US insurance companies, nine of the top 20 global banks, and six of the top ten US health care payers. We function as one team to make your goals our goals, whether that’s unlocking the value of generative AI or embedding analytics into workflows that reduce risk or power your growth. Clients choose EXL as their transformation partner for many reasons. Our geographic diversity make talent all over the world instantly accessible. Digital accelerators enable unmatched speed-to-value, letting you realize results fast. It’s our people that truly set us apart, though, including the 1,500 data scientists we have dedicated to our generative AI practice. And our more than twenty years of experience in delivering business services, garnering stellar client references, and maintaining a solid balance sheet are reassuring to our C-suite clients. Find out for yourself why clients, employees, and analysts think we’re some of the best in the business. Contact us to see how we can help you achieve your goals.

Skills Required

  • 6+ years in analytics and data engineering roles
  • Proficiency in SQL
  • Proficiency in Python
  • Experience with data pipeline orchestration tools (Airflow, Prefect)
  • Experience with distributed data processing frameworks (Spark, Databricks)
  • Experience deploying and maintaining ML models in production
  • Knowledge of MLOps tools (MLflow, Kubeflow, SageMaker, Vertex AI)
  • Hands-on experience with CI/CD (Jenkins, GitHub Actions, GitLab CI)
  • Proficiency with Docker and Kubernetes
  • Cloud deployment experience (AWS, Azure, GCP)
  • Experience with MCP/OpenAPI to MCP wrapper integrations
  • Experience working with A2A protocols in agent development
  • Familiarity with agent-based architectures and multi-agent communication patterns
  • Ensure data quality, governance, and security best practices
  • Master's degree in CS, Data Engineering, or related field
  • Experience in real-time analytics and streaming pipelines (Kafka, Kinesis, Pub/Sub)
  • Exposure to LLM-based systems or intelligent agents
  • Strong problem-solving skills and ability to work in cross-functional teams
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The Company
HQ: New York, NY
30,246 Employees
Year Founded: 1999

What We Do

Choosing a digital partner is about more than capabilities — it’s about collaboration and character. Unrealistic overhauls and off-the-shelf products ignore what matters most — your unique needs, culture, goals, and your legacy data and technology environments. At EXL, our collaboration is built on ongoing listening and learning to adapt our methodologies. We’re your business evolution partner—tailoring solutions that make the most of data to make better business decisions and drive more intelligence into your increasingly digital operations. Whether your goals are scaling the use of AI and digital, redesign operating models, or driving better and faster decisions, we’re here to partner with you to help you gain—and maintain—competitive advantage with efficient, sustainable models at scale. Our expertise in transformation, data science, and change management helps make your business more efficient and effective, improve customer relationships and enhance revenue growth. Instead of focusing on multi-year, resource- and time-intensive platform designs or migrations, we look deeper at your entire value chain to integrate strategies with impact. We use our specialization in analytics, digital interventions, and operations management—alongside deep industry expertise — to deliver solutions that help you outperform the competition. At EXL, it’s all about outcomes—your outcomes—and delivering success on your terms. Share your goals with us and together, we’ll optimize how you leverage data to drive your business forward. For more information, visit www.exlservice.com.

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