Machine Learning Engineer

7 days ago

Eastbourne, East Sussex, United Kingdom AxisOps Full time
About the Role

We are seeking a highly skilled Machine Learning Engineer to join our team at AxisOps. As a key member of our software development consultancy, you will play a crucial role in developing, deploying, and maintaining machine learning models that drive business value.

Key Responsibilities
  • Design and implement machine learning algorithms and models to solve complex business problems
  • Collaborate with cross-functional teams to integrate ML solutions into our software development lifecycle
  • Develop and maintain high-quality, scalable, and secure software solutions using machine learning techniques
  • Stay up-to-date with the latest advancements in machine learning and AI, and apply this knowledge to drive innovation in our products and services
Requirements
  • Bachelor's, Master's, or PhD in Computer Science, Machine Learning, Information Retrieval, Natural Language Processing, Statistics, Mathematics, Engineering, or a related quantitative field
  • Minimum 2 years of industry experience integrating ML algorithms and/or deep learning applications
  • Solid theoretical understanding of machine learning concepts and techniques
  • Hands-on experience with various ML techniques and frameworks, such as data discretisation, normalisation, sampling, linear regression, decision trees, SVMs, deep neural networks, bandits, and reinforcement learning
  • Proficiency in Python, with experience using one or more DL software frameworks such as TensorFlow and PyTorch
  • Understanding of event-driven microservices architecture
  • Strong problem-solving skills and the ability to work independently as well as in a team
Desirable Skills
  • Experience with cloud platforms (e.g. AWS, GCP, Azure) and containerisation technologies (e.g. Docker, Kubernetes)
  • Experience with natural language processing (NLP), computer vision, or reinforcement learning
  • Understanding of DevSecOps frameworks and workflows, including CI/CD pipelines for machine learning
  • Understanding of Git, Linux, Docker, and RabbitMQ
  • Contributions to open-source projects or publications in peer-reviewed journals
About AxisOps

AxisOps is a software development consultancy that partners with innovative businesses in the Fintech and Legaltech sectors to deliver best-in-class IT automation, software development, infrastructure, and compliance services. We are committed to creating high-quality, scalable, and secure software solutions that drive business value.

We are a team of passionate and driven professionals who value creativity, innovation, and a strong commitment to our mission. We believe in the importance of continuous learning and professional development, and we offer opportunities for growth and advancement.

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