Senior MLOps Engineer IRC263474

Description

Client’s team consists of 100+ engineers, designers, data, and product people, working in small inter-disciplinary teams closely with creative agencies, media agencies, and with their customers, to develop and scale their platform, a leading digital advertising optimization suite that delivers amazing outcomes for brands and audiences.

As a MLOps Engineer, you will work with the client’s Product and Engineering team, as well as other feature development teams. The role has no line management responsibilities.

Their data platform runs on GCP. Their efforts in data engineering support their adserving platform which serves 9 petabytes and 77 billion objects annually, which amounts to 20 billion ad impressions across the globe. You’ll play a leading role in significantly scaling this further.

Requirements

DevOps:

• Expertise in GCP cloud platforms and their ML-related services.
• Experience with Bash / Shell scripting
• Knowledge of containerization technologies like Docker and container orchestration tools(Kubernetes).
• Experience with automation and configuration management tools.
• Understanding of system administration, networking, and security concepts.
• Familiarity with monitoring, logging, and observability tools.
• Proficiency in programming languages used in ML, such as Python.
• Knowledge of continuous integration, delivery, and deployment pipelines (CI/CD (GitHub Actions, Jenkins, GitLab CI)
  
  
  

Machine Learning (ML):

• Deep understanding of machine learning principles, algorithms, and techniques.
• Proficiency in MLOps Tools like Kubeflow / SageMaker, Airflow
• Experience with popular ML frameworks and libraries like TensorFlow, PyTorch, scikit-learn.
• Proficiency in data preprocessing, feature engineering, and model evaluation.
• Knowledge of ML model deployment and serving strategies, including containerization and microservices.
• Familiarity with ML model lifecycle, model evaluation and metrics
• Ability to optimize and fine-tune ML models for performance and accuracy.
• Understanding of statistical analysis and experimental design.
• Proficiency in data visualization and interpretation of ML results.
  
  
  

Job responsibilities

• Development of workflow pipelines
• Rapid model deployment implementation
• New models onboarding
• Creation of the documentation about the processes,
• Kubeflow and MLFlow upgrade
  
  
  

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.