ASOS
Online Retail
SeniorMachineLearningEngineer(Recommendations)
“Senior Machine Learning Engineer (Recommendations) at ASOS. Skills: Machine learning, Deep learning, Productionizing ML systems, ML standards. Build causal algorithms. Improve causal algorithms”
What You'll Achieve.
Productionising machine learning systems; Help customers discover outfits; Help customers shop outfits; Elevate fashion experience; Ship high scale ML capabilities; Creating measurable impact
Industry & Context.
What They're Looking For.
Must Have
Experience applying machine learning in production settings, Exposure to deep learning techniques, Experience working with deep learning frameworks, Experience working with distributed computing frameworks, Solid understanding of software development lifecycles, Solid understanding of engineering practices, Experience with data pipelines, Experience with CI/CD, Experience with containerisation, Experience with observability, Comfortable supporting others through technical guidance, Comfortable supporting others through mentoring, Comfortable supporting others through knowledge sharing, Contributing to wider engineering initiatives
Nice to Have
Familiarity with training models across multiple GPUs using distributed or parallel approaches, Interest in developing expertise in training models across multiple GPUs, Interest in MLOps tooling
What You'll Do.
Build causal algorithms
Improve causal algorithms
Implement at-scale solutions
Conceive brand-new features
Mentor junior members
Contribute to technical direction
Establish ML standards
Drive quality across ML community
How You'll Work.
Team & Collaboration
Part of an agile, cross-functional team; Working alongside scientists; Contributing to wider engineering initiatives
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