Machine Learning Ops Engineer
Software & Data
Bachelor's Degree in Computer Science, Software Engineering, or a related field Master's degree preferred
- Minimum Qualification:Bachelor
- Experience Level:Mid level
- Experience Length:5 years
Job Profile Summary
We are seeking a highly skilled and motivated senior MLOps Engineer with experience in Infrastructure as Code (IaC) automation to join our team. The ideal candidate will have a strong background in both software engineering and machine learning, as well as experience building and maintaining large-scale ML models in production. The engineer would also be responsible for building and managing the infrastructure on cloud (AWS or Azure) to deploy ML models in production in conformance with organization's security and compliance needs.
Design and implement CI/CD pipelines for ML models, ensuring high availability and low latency
Build and maintain data pipelines that support ML models
Monitor model performance and quality in production, and implement mechanisms to detect and prevent model drift
Collaborate with data scientists to support the development and deployment of new ML models
Develop and maintain software tools and infrastructure to support the MLOps process
Automate the deployment and scaling of ML models, and ensure that they are secure and comply with relevant regulations
Act as a technical advisor to other teams, providing guidance on MLOps best practices and solutions
Design, implement and maintain IaC automation scripts, using tools such as Terraform, Ansible, or Puppet
Competent to work at the highest technical level of all phases of MLOps activities.
Uses skills as a seasoned, experienced professional with a full understanding of industry
practices and established policies and procedures.
Troubleshoots a wide variety of complex problems and identifies solutions within broad
applications and functional expertise.
Regularly provides input to define and implement conceptual issues.
Foster and maintain good relationships with customers and IT colleagues to meet expected
customer service levels.
Problem-solve and think laterally as part of a team, or individually, to meet the needs of the project
Supervision Received or Extended
Works independently under broad supervision.
Uses expertise of other team members and leverages a wide range of additional resources
to explore/implement complex customized applications as a solution.
• Erroneous decisions will have an impact on the overall success of department operations.
Knowledge and Skills/Technology Used
Bachelor's or Master's degree in Computer Science, Software Engineering, or a related field with 5+ years of relevant experience
Strong knowledge of software engineering principles and experience with at least one programming language (e.g., Python, Java, Scala, etc.)
Strong understanding of ML models and algorithms
Experience with cloud computing platforms, such as AWS, GCP, or Azure
Familiarity with containerization and orchestration tools (e.g., Docker, Kubernetes)
Experience with IaC automation tools and scripts (e.g., Terraform, Ansible, Puppet, etc.)
Experience with Snowflake and cloud based data pipelines
MLaaS platforms such as Azure ML and AWS Sagemaker
Excellent communication and collaboration skills, with the ability to work effectively with cross-functional teams
Proficient in version control and DevOps tools such as GitLab/GitHub/Azure DevOps
Strong organizational or Project Management skills
Strong written and verbal communication skills
Bachelor's Degree in Computer Science, Software Engineering, or a related field
Master's degree preferred
Typical Range of Experience
5-7 years of related work experience in DevOps and MLOps, building machine leaning platform solutions
Important Safety Tips
- Do not make any payment without confirming with the BrighterMonday Customer Support Team.
- If you think this advert is not genuine, please report it via the Report Job link below.
Get Insured through mTek Services
You can explore medical and personal accident insurance covers conveniently. Compare pricing from various insurance companies, save, and budgetGet Insured