• Essential Skills
• Candidates should have 5+ years of experience including minimum 2 year of experience in data domain.
• Candidate should be good in SQL and intermediate level of experience in Python
• Candidate should have knowledge in Machine learning lifecycle including data collection, data preparation, model training, model execution and model monitoring.
• Candidate should have experience in cloud platform: AWS/GCP/Azure with focus on MLOps.
• Candidate should have experience in data validation process with focus on ML model training and model inferencing
• Candidate should have experience in Validating the ML training and inferencing platform. Validate integrity of services/tools like S3 and sagemaker, Glue and S3, EMR and sagemaker etc. Validating accessibility of code from code versioning tool. Validate automated model training ,registering, approval and deployment pipeline.
• Ability to analyze results from the test set and create defects based on result patterns.
• Work with developers to design specific testing strategies for features being developed and automate them.
• Hands on experience in constructing simple to complex SQLs with joins, analytics functions, sub-queries
• Good exposure to agile testing process.
Preferred:
• Good to have knowledge in model monitoring process and tools
• Business context and experience within (---- ) model ecosystems will be a major plus.
• Familiarity with Containerization (Docker)
Good to have experience in Machine learning/Deep learning python libraries like Scikit-learn, pandas, numpy etc.
Together, as owners, let’s turn meaningful insights into action.
Life at CGI is rooted in ownership, teamwork, respect and belonging. Here, you’ll reach your full potential because…
You are invited to be an owner from day 1 as we work together to bring our Dream to life. That’s why we call ourselves CGI Partners rather than employees. We benefit from our collective success and actively shape our company’s strategy and direction.
Your work creates value. You’ll develop innovative solutions and build relationships with teammates and clients while accessing global capabilities to scale your ideas, embrace new opportunities, and benefit from expansive industry and technology expertise.
You’ll shape your career by joining a company built to grow and last. You’ll be supported by leaders who care about your health and well-being and provide you with opportunities to deepen your skills and broaden your horizons.
Come join our team—one of the largest IT and business consulting services firms in the world.