MLOPs QE

Key Skills

Amazon EMR, Amazon Simple Storage Service (S3), Analytical and Problem solving, AWS, AWS Sagemaker, Google Cloud Platform (GCP), Machine learning techniques, MLOps tools, NoSQL, Python Programming, PyTorch, SQL

Job Description

At CGI, we’re a team of builders. We call our employees members because all who join CGI are building their own company - one that has grown to 72,000 professionals located in 40 countries. Founded in 1976, CGI is a leading IT and business process services firm committed to helping clients succeed. We have the global resources, expertise, stability and dedicated professionals needed to achieve. At CGI, we’re a team of builders. We call our employees members because all who join CGI are building their own company - one that has grown to 72,000 professionals located in 40 countries. Founded in 1976, CGI is a leading IT and business process services firm committed to helping clients succeed. We have the global resources, expertise, stability and dedicated professionals needed to achieve results for our clients - and for our members. Come grow with us. Learn more at www.cgi.com.

This is a great opportunity to join a winning team. CGI offers a competitive compensation package with opportunities for growth and professional development. Benefits for full-time, permanent members start on the first day of employment and include a paid time-off program and profit participation and stock purchase plans. We wish to thank all applicants for their interest and effort in applying for this position, however, only candidates selected for interviews will be contacted. No unsolicited agency referrals please.

Job Title: ML Ops Tester

Position: Test Engineer

Experience: 5- 7 Years

Category: Software Testing/ Engineering

Main location: India, Karnataka, Bangalore

Position ID: J1124-2131

Employment Type: Full Time

We are looking for an experienced ML Ops Tester to join our team. The ideal candidate should be passionate about coding and developing scalable and high-performance applications. You will work closely with our front-end developers, designers, and other members of the team to deliver quality solutions that meet the needs of our clients.

Qualification: Bachelor's degree in Computer Science or related field or higher with minimum 3 years of relevant experience.

Your future duties and responsibilities:

• 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.

Required qualifications to be successful in this role:

Primary Skills: Machine Learning, Python, SQL

Years of experience: 5-7 Years

Location: Hyderabad/Bangalore/Chennai

Notice Period: 0-60 Days

Shift: 11AM to 8PM

Skills:

• Oracle
• Test Design

What you can expect from us:

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.