MLOPS Engineer
Location
Mississauga, Ontario, Canada
Date Posted
December 25, 2024
**Job Title:** MLOPS Engineer
**Job Description:**
Infosys is seeking a MLOPS Engineer with a strong background in designing and deploying machine learning models using MLOPS frameworks. The ideal candidate will work with clients to understand their challenges, diagnose problems, design solutions, and facilitate solution deployment on Azure ML. This role provides the opportunity to create value-adding consulting solutions for clients by integrating various cloud components.
**Required Qualifications:**
- Bachelor’s degree or foreign equivalent from an accredited institution; will consider three years of progressive experience in the specialty in lieu of each year of education.
- At least 7 years of experience in Information Technology.
- Candidate must live within commuting distance of Toronto, ON, or be willing to relocate; travel within Canada may be required.
- At least 4 years of experience in MLOPS within Information Technology.
- At least 4 years of experience in Python programming for ML model deployment with clean code standards.
- Proficient in Python and experienced with libraries such as Pandas, SKLearn, Gradient Boosting Machines (XGBoost, LightGBM, Catboost), Prophet, Ray, and Dask.
- At least 4 years of experience in Azure or GCP cloud environments.
- Azure Certified (DP100, AZ/AI900) or equivalent GCP DevOps certification.
- Professional experience in setting up MLOps frameworks, monitoring, and dashboarding of MLOps runs.
- Deep understanding of traditional machine learning and the data science lifecycle (CRISP-DM).
- At least 2 years of experience in MLOPS frameworks, industry standards, and operations KPIs.
Candidates authorized to work for any employer in Canada without employer-based visa sponsorship are encouraged to apply. Infosys is unable to provide immigration sponsorship for this role at this time.
**Preferred Qualifications:**
- Experienced in Agile methodologies and managing team efforts using JIRA.
- Strong client communication skills.
- Domain experience in Retail, CPG, and Logistics.
- Experience in Test Driven Development, using Pytest frameworks, git version control, and REST APIs.
**Additional Information:**
- The job may require extensive travel.
- It may also involve sitting and working at a computer for extended periods.
- Candidates should be able to communicate effectively via telephone, email, and in-person interactions.
**Estimated Compensation:**
- Ontario: $98,570 to $113,678
**About Us:**
Infosys is a global leader in next-generation digital services and consulting, enabling clients in more than 50 countries to navigate their digital transformation. With over four decades of experience, we expertly guide our clients through their digital journey by enabling the enterprise with an AI-powered core and empowering businesses with agile digital solutions. Our continuous improvement agenda drives the building and transferring of digital skills, expertise, and innovative ideas.
Infosys provides equal employment opportunities to applicants and employees, without regard to race, color, sex, gender identity, sexual orientation, religious practices, national origin, pregnancy, childbirth or related medical conditions, protected veteran status, or disability.