DevOps MLOps Engineer
Cromwell Group
DevOps MLOps Engineer
Salary Not Specified
Cromwell Group, Leicester
- Full time
- Permanent
- Onsite working
Posted 2 weeks ago, 18 May | Get your application in now before you miss out!
Closing date: Closing date not specified
job Ref: 2d4aad643a8849c6aa8d8974b6db143a
Full Job Description
As a DevOps/MLOps Engineer you will be operationalising machine learning (ML) effectively. You will support the architectural needs of our Data Science team to ensure the seamless deployment, monitoring, and maintenance of machine learning models and data pipelines.,
- Close collaboration with the Data Science team to design and implement scalable and reliable infrastructure for machine learning model deployment and data processing.
- Deploy machine learning models and data pipelines to production environments and establish robust monitoring and alerting systems to ensure optimal performance and reliability.
- Develop and maintain automation scripts and tools to streamline the ML model deployment process and ensure reproducibility.
- Implement security best practices and ensure compliance with relevant data privacy regulations in all processes.
- Work cross-functionally with Data Scientists, Software Engineers and DevOps team members to facilitate efficient model development, testing, and deployment.
- Proactively monitor, identify, and resolve issues related to ML model performance, data pipelines, and infrastructure, ensuring minimal downtime.
- Create and maintain comprehensive documentation of processes, configurations, and best practices.
- Research and evaluate new technologies and best practices in DevOps/MLOps and share your knowledge and insights with the team.
Bachelor's degree in Computer Science, Engineering, or a related field - Proven experience in DevOps/MLOps or a similar role, with a focus on deploying and maintaining machine learning models.
- Proficiency in containerization technologies (e.g. Docker) and orchestration tools (e.g. Kubernetes), CKA or CKAD would be advantageous.
- Strong scripting and automation skills (e.g. Python, Bash).
- Familiarity with other languages (e.g. GoLang, NodeJS etc.)
- Good knowledge of cloud platforms (e.g. AWS, Azure) and infrastructure-as-code technologies (e.g. Terraform, Ansible).
- Knowledge of CI/CD pipelines (e.g. GitLab CI, GitHub Actions) and version control systems (e.g. Git).
- Understanding of data science workflows and machine learning frameworks (e.g. TensorFlow, PyTorch).
- Excellent problem-solving and communication skills.
- Strong teamwork and collaboration abilities
No matter where you are in your career - or where you want to be - we're here to create a great place to work where you can grow, perform and love what you do. At Cromwell, we're all individuals, with unique backgrounds and personalities. But we have one thing in common: delivering exceptional service for our customers. And we do this through our purpose of Keeping Industry Working., Cromwell has been around for over 50 years, supplying an unrivalled choice of cutting tools, power tools, hand tools and safety equipment into all industries, professions and trades. We offer next day delivery or collection from our nationwide branch network, supported by an overnight UK logistics operation. Our team of over 1500 people are proud to be keeping industry working. - Competitive Salary
- Company Bonus
- Competitive annual leave allowance with annual purchase scheme
- Group Personal Pension
- Company Funded Healthcare Cash Plan
- Commitment to employee development plans
- 24/7 Wellbeing and Employee Support
- Cycle to work scheme
As a leader in B2B and B2C e-commerce, our Digital team is responsible for driving digital multi-channel solutions that make it easy for customers to deal with us.
At Cromwell we support amazing businesses in the UK and internationally to keep their operations running and people safe, and our goal is to become the easiest company for them to deal with
We're all individuals, yet we're very much one united team. We treat everyone fairly - regardless of gender, sexual orientation, background, age or disability - and give everyone opportunities for new and varied experiences. Inclusion means not just accepting people for who they are, but showing respect and making adjustments to help people and remove all barriers; it's about creating a culture where everyone is respected, empowered and able to realise their full potential.
Cromwell is an Equal Opportunity Employ
Other benefits include Company Sick Pay, Company Maternity & Paternity Pay, Discount Benefits Platform and Discounted Cromwell Products.