MLOps Lead IRC283110

Description

We are seeking a highly skilled and experienced MLOps Lead to design, implement, and scale machine learning infrastructure and deployment pipelines on Google Cloud Platform (GCP). The ideal candidate will have deep expertise in machine learning lifecycle management, CI/CD for ML, model monitoring, and cloud-native architectures.

You will lead the MLOps strategy, mentor engineers, and collaborate closely with Data Scientists, ML Engineers, and DevOps teams to productionize and scale ML solutions reliably and efficiently.

Requirements

6+ years of experience in Machine Learning and production ML systems.

3+ years of hands-on experience in MLOps.

Strong expertise in Google Cloud Platform.

Experience with:

Python (advanced level)

Docker & Kubernetes

CI/CD tools (GitHub Actions, GitLab CI, Jenkins)

Hands-on experience with Vertex AI or similar ML platforms.

Experience building scalable distributed systems.

Strong understanding of ML model lifecycle management.

Job responsibilities

 

Key Responsibilities
🔹 Leadership & Strategy

Lead the design and implementation of end-to-end MLOps architecture.

Define best practices for ML lifecycle management and governance.

Mentor and guide ML and platform engineers.

Drive DevOps + MLOps culture across teams.

🔹 ML Pipeline & Infrastructure

Design scalable ML pipelines using tools such as Kubeflow, Vertex AI, and MLflow.

Build CI/CD pipelines for ML model training, testing, and deployment.

Automate model retraining and versioning workflows.

Implement feature stores and model registries.

🔹 Cloud & Platform Engineering (GCP)

Architect and manage ML infrastructure on Google Cloud Platform.

Work with services such as:

Google Kubernetes Engine

Cloud Build

Cloud Composer

BigQuery

Optimize cloud cost, performance, and security.

🔹 Model Deployment & Monitoring

Deploy models using containerized environments (Docker, Kubernetes).

Implement model monitoring for:

Drift detection

Performance degradation

Data quality issues

Set up logging, observability, and alerting systems.

🔹 Governance & Security

Implement model governance frameworks.

Ensure compliance with data security and privacy standards.

Manage IAM roles, access control, and secrets management.

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.