Senior MLOps Test Analysts IRC263476

Description

Our client – machine learning pipelines orchestration platform. It allows to manage pipelines, handle data sources and big amount of files, collect diferent types of statistics, provide interactive graphs and charts. For example, the solution is used for fraud detection in payments systems, for predictions in advertising business, in medicine etc. QA engineer will be responsible for testing the whole pipeline flow: create, configure, test with ML model, check output. Results needs to be properly interpreted, bugs logged to Jira. As a part of testing an engineer is required to write/change Python scripts, set up testing environment with Docker. Understanding of ML principles is a plus.

Requirements

• Ability to work independently
• Solid understanding of the Machine Learning (ML) lifecycle, including model training, validation, deployment, and monitoring
• Experience with evaluating ML models using standard metrics
• Knowledge of bias and fairness testing techniques in ML systems
• Strong background in both functional and non-functional testing methodologies
• Skilled in data validation testing, model regression testing, and pipeline testing
• Proficient in programming and scripting using Python
• Experience with SQL
• Familiarity with API and integration testing tools such as Postman, REST Assured, or Swagger
• Experience with testing ML pipelines and validating end-to-end workflows
• Good understanding of test automation strategies in ML environments
• Strong analytical and debugging skills
• Ability to document and communicate test results effectively
• Intermediate to strong English communication skills
• Ability to work independently in cross-functional teams
  
  
  

Job responsibilities

• Create and test machine learning pipelines
• Collect results and interpret them correctly
• Log bugs in Jira
• Log cases that need investigation
• Communicate results
  
  
  

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.