MLOps Quality Engineer

MLOps Quality Engineer Position Description Candidates local to Cleveland OH or Pittsburgh PA preferred. Team members should plan to be in a hybrid work environment.• Hands on Quality Engineering experience in developing and executing test strategies for AWS Sagemaker, data / code pipeline integrations, with a focus on machine learning operations.• In depth knowledge of MLOps best practices, especially around ML / model testing and deployment.• Ability to take a project from scoping the requirements and building the test cases.• Experience in automating testing of AI/ML models and evaluation of the model/data quality and statistical properties.• 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.• Business context and experience within Fraud, AML modeling ecosystems and related model scenarios a major plus.Your future duties and responsibilities• Proficiency in programming languages such as Java, Python, knowledge of machine learning frameworks and familiarity with tools (Jenkins/GIT/Bitbucket) for continuous integration and deployment (CI/CD) and automated testing tools such as selenium, Cucumber, Karate• On hands testing experience in Big Data/Hadoop preferred.• Good exposure to using Anaconda, Jupyter notebook preferred• Proficiency in data analysis using complex SQL joinsQuality Assurance Expertise:• Strong understanding of quality assurance principles and methodologies, including testing strategies for machine learning models and data pipelines.• Hands on experience on Test managers such as Jira- Jira Xray.Required qualifications to be successful in this role• Bachelors in Computer Science / Computer Engineering or related subjects with 4+ years of work experience.• Relevant AWS/ Cloud Computing/ ML certifications preferred. CGI is required by law in some jurisdictions to include a reasonable estimate of the compensation range for this role. The determination of this range includes various factors not limited to skill set, level, experience, relevant training, and licensure and certifications. To support the ability to reward for merit-based performance, CGI typically does not hire individuals at or near the top of the range for their role. Compensation decisions are dependent on the facts and circumstances of each case. A reasonable estimate of the current range for this role in the U.S. is $85,800 - $185,800. CGI's benefits are offered to eligible professionals on their first day of employment to include:• Competitive compensation• Comprehensive insurance options• Matching contributions through the 401(k) plan and the share purchase plan• Paid time off for vacation, holidays, and sick time• Paid parental leave• Learning opportunities and tuition assistance• Wellness and Well-being programs#LI-LW3Together, 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.Qualified applicants will receive consideration for employment without regard to their race, ethnicity, ancestry, color, sex, religion, creed, age, national origin, citizenship status, disability, pregnancy, medical condition, military and veteran status, marital status, sexual orientation or perceived sexual orientation, gender, gender identity, and gender expression, familial status, political affiliation, genetic information, height, weight, or any other legally protected status or characteristics.CGI provides reasonable accommodations to qualified individuals with disabilities. If you need an accommodation to apply for a job in the U.S., please email the CGI U.S. Employment Compliance mailbox at US_Employment_Compliance@ . You will need to reference the Position ID of the position in which you are interested. Your message will be routed to the appropriate recruiter who will assist you. Please note, this email address is only to be used for those individuals who need an accommodation to apply for a job. Emails for any other reason or those that do not include a Position ID will not be returned.We make it easy to translate military experience and skills! Click here to be directed to our site that is dedicated to veterans and transitioning service members.All CGI offers of employment in the U.S. are contingent upon the ability to successfully complete a background investigation. Background investigation components can vary dependent upon specific assignment and/or level of US government security clearance held. Dependent upon role and/or federal government security clearance requirements, and in accordance with applicable laws, some background investigations may include a credit check. CGI will consider for employment qualified applicants with arrests and conviction records in accordance with all local regulations and ordinances.CGI will not discharge or in any other manner discriminate against employees or applicants because they have inquired about, discussed, or disclosed their own pay or the pay of another employee or applicant. However, employees who have access to the compensation information of other employees or applicants as a part of their essential job functions cannot disclose the pay of other employees or applicants to individuals who do not otherwise have access to compensation information, unless the disclosure is (a) in response to a formal complaint or charge, (b) in furtherance of an investigation, proceeding, hearing, or action, including an investigation conducted by the employer, or (c) consistent with CGI's legal duty to furnish information.

Created: 2024-11-17