Machine Learning Solutions Expert

1 month ago


Bristol, Bristol, United Kingdom DataCareers Full time £750 - £800

DataCareers - Machine Learning Engineer Role

Job Summary:

We are seeking an experienced Machine Learning Engineer to join our team. The ideal candidate will have a strong background in machine learning, software development, and cloud computing.

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.

Requirements:

  • 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.


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