MLOps Engineer IRC269719

職種概要

We are looking for a talented MLOps Engineer to bridge the gap between data science and production engineering. In this role, you will work closely with data scientists, ML engineers, and DevOps teams to design, deploy, monitor, and maintain machine learning models in scalable, reliable, and automated environments. You will leverage your expertise in programming, machine learning, cloud computing, and MLOps tools to ensure smooth ML lifecycle management from development to production.

必要条件

• Proficiency in Python and Bash/Shell scripting.
• Strong understanding of machine learning basics, including model lifecycle, training, evaluation, and metrics.
• Experience with ML frameworks: scikit-learn, TensorFlow, PyTorch.
• Hands-on experience with MLOps tools such as Kubeflow, SageMaker, Airflow.
• Knowledge of DevOps practices including containerization (Docker), orchestration (Kubernetes), and CI/CD tools (GitHub Actions, Jenkins, GitLab CI).
• Experience with cloud platforms such as GCP, AWS, or Azure.
• Familiarity with monitoring tools and performance optimization techniques.
• Strong problem-solving and debugging skills.
• Ability to collaborate in cross-functional teams and work in agile environments.

職務内容

• Develop and maintain Python and Bash/Shell scripts to support automation and ML workflows.
• Collaborate with data scientists to manage the end-to-end ML model lifecycle, including training, evaluation, deployment, and monitoring.
• Utilize ML frameworks such as scikit-learn, TensorFlow, and PyTorch for model development and integration.
• Implement MLOps best practices using tools like Kubeflow, SageMaker, and Airflow for pipeline automation and orchestration.
• Containerize ML applications using Docker and manage deployments with Kubernetes.
• Set up and maintain CI/CD pipelines using tools like GitHub Actions, Jenkins, or GitLab CI to enable automated testing and deployment.
• Work with cloud platforms (AWS, GCP, Azure) to build scalable and cost-effective ML infrastructure.
• Monitor and optimize model performance, resource utilization, and deployment costs.
• Troubleshoot production issues and provide timely resolutions.
• Document workflows, tools, and processes for knowledge sharing and operational efficiency.

私たちが提供するもの

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.

GlobalLogicについて

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.