Machine Learning Engineer
4 weeks ago
Machine Learning Engineer
9 Month Contract
Location: Home / Bristol (3 days a week on site)
Rate: £750 - £800 per day (Inside IR35)
Skills: Machine Learning, Containerisation - Kubernetes, Docker, CI/CD Pipelines, SC Clearance
We are looking to recruit a Machine Learning Engineer for leading IT Software & Solutions organisation. This is an initial 9 month contract.
Due to the work valid SC Clearance is essential.
You will also be required to work on client site in Bristol 3 days a week.
Key Responsibilities:
- Set Up & Configure ML Environments: Deploy and manage ML environments using tools like Kubernetes and Docker.
- Automation & Workflow Optimization: Develop scripts for automation and ensure reproducibility of ML experiments.
- Performance Monitoring: Conduct regular model performance reviews, data audits, and troubleshoot model-related issues.
- Cross-functional Collaboration: Work within cross-functional teams to establish ML development best practices and secure CI/CD pipelines.
- Scalable, Secure Solutions: Develop robust, secure, and scalable solutions while adhering to MOD and high-assurance compliance standards.
- Innovative ML Development: Identify opportunities for reusable solutions to maximize return on development investments.
Essential Skills:
- Technical & Problem-Solving Skills: Strong analytical skills for logical solution analysis and troubleshooting.
- ML Environment Experience: Proficient with Linux/Windows, ML frameworks (e.g., TensorFlow, PyTorch), and automation tools.
- Programming Proficiency: Expertise in Python, Ruby, Perl, Java, with advanced scripting skills in Bash or PowerShell.
- Model Monitoring & Performance Evaluation: Experience with MLflow, Prometheus, and similar tools for monitoring and logging.
- DevOps & Agile Awareness: Familiar with DevOps, Agile principles, CI/CD pipelines, and version control (Git).
- Security & Compliance: Understanding of secure code practices, threat modelling, and adherence to regulatory standards for high-assurance software.
Additional Experience:
- Industry Background: Over 5 years in defence, aviation, or medical sectors within roles such as software, DevOps, DevSecOps, MLOps, or AI engineering.
- Complex Project Experience: Proven experience with software and AI development and deployment in complex, high-stakes environments.
- Technical Documentation: Strong skills in producing high-standard technical documentation.
Desirable Skills:
- Data Project Development: Experience with large-scale data project implementation and solution governance.
- Frameworks & Infrastructure Knowledge: Familiarity with SaaS, IaaS, PaaS, SOA, APIs, microservices, and predictive analytics.
Qualifications:
- Essential: Degree or equivalent in Software/AI, or relevant experience.
- Desirable: Certifications in software languages, vendor qualifications (e.g., MCITP, VCP), and Agile/SAFe qualifications.
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