Pune || MLOps Engineer IRC260172

Description

MLOps Engineer

Requirements

4+ years in DevOps, DataOps, or MLOps roles with hands-on experience in cloud-native environments (AWS, Azure, or GCP).
Strong background in CI/CD tooling (e.g., GitLab CI, Jenkins, ArgoCD).
Proficiency in scripting languages (e.g., Python, Bash) and configuration management.
Experience with data workflow tools such as Apache Airflow, dbt, or Kafka.
Familiarity with ML lifecycle and deployment platforms (e.g., MLflow, Kubeflow, SageMaker).
Solid understanding of data governance, monitoring, and versioning for both data and models.
Strong communication skills and experience working in cross-disciplinary teams.

Job responsibilities

Key Responsibilities
DevOps Functions
Design, implement, and maintain CI/CD pipelines for application and service deployment.
Manage container orchestration (e.g., Kubernetes, Docker) and infrastructure-as-code tools (e.g., Terraform, Ansible).
Ensure high availability, security, and scalability of systems in cloud or hybrid environments.
DataOps Integration
Build and maintain automated data ingestion and transformation pipelines.
Monitor data quality, lineage, and integrity across data workflows.
Collaborate with data engineers to ensure version control and reproducibility of data processes.
ModelOps Functions
Operationalize machine learning models in production using tools like MLflow, SageMaker, or Kubeflow.
Implement model monitoring and performance tracking (e.g., drift detection, explainability).
Coordinate with data scientists to streamline model training, validation, deployment, and rollback processes.
Cross-functional Collaboration
Work closely with developers, data scientists, and product teams to align infrastructure with business needs.
Support observability frameworks for monitoring and alerting across applications, data, and ML systems

What we offer

Culture of caring. At GlobalLogic, we prioritize a culture of caring. Across every region and department, at every level, we consistently put people first. From day one, you’ll experience an inclusive culture of acceptance and belonging, where you’ll have the chance to build meaningful connections with collaborative teammates, supportive managers, and compassionate leaders. 

Learning and development. We are committed to your continuous learning and development. You’ll learn and grow daily in an environment with many opportunities to try new things, sharpen your skills, and advance your career at GlobalLogic. With our Career Navigator tool as just one example, GlobalLogic offers a rich array of programs, training curricula, and hands-on opportunities to grow personally and professionally.

Interesting & meaningful work. GlobalLogic is known for engineering impact for and with clients around the world. As part of our team, you’ll have the chance to work on projects that matter. Each is a unique opportunity to engage your curiosity and creative problem-solving skills as you help clients reimagine what’s possible and bring new solutions to market. In the process, you’ll have the privilege of working on some of the most cutting-edge and impactful solutions shaping the world today.

Balance and flexibility. We believe in the importance of balance and flexibility. With many functional career areas, roles, and work arrangements, you can explore ways of achieving the perfect balance between your work and life. Your life extends beyond the office, and we always do our best to help you integrate and balance the best of work and life, having fun along the way!

High-trust organization. We are a high-trust organization where integrity is key. By joining GlobalLogic, you’re placing your trust in a safe, reliable, and ethical global company. Integrity and trust are a cornerstone of our value proposition to our employees and clients. You will find truthfulness, candor, and integrity in everything we do.

About GlobalLogic

GlobalLogic, a Hitachi Group Company, is a trusted digital engineering partner to the world’s largest and most forward-thinking companies. Since 2000, we’ve been at the forefront of the digital revolution – helping create some of the most innovative and widely used digital products and experiences. Today we continue to collaborate with clients in transforming businesses and redefining industries through intelligent products, platforms, and services.