Senior Data Scientist

Beatport
London, UK
13 days ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Expert
Experience required
1 year minimum
Working hours
Regular working hours

Tech stack

A/B Testing Application Programming Interfaces (APIs) Artificial Intelligence Continuous Integration Dataspaces Database Development Django Web Framework Github Python (Programming Language) Machine Learning Recommender Systems Tensorflow
+11 more
Search Technologies Software Engineering Web Application Frameworks Pytorch Flask (Web Framework) Fastapi Gitlab-ci Information Technology Low Latency Xgboost Terraform

Job description

We are seeking an experienced and adaptable machine learning (ML) and artificial intelligence (AI) engineering professional to join a nimble and best-in-class data team at The Beatport Group. The role will report to the Director of Intelligence Engineering and will share in the ownership and delivery of cutting-edge, scalable ML/AI models., As a Senior ML & AI Engineer, you will be responsible for:

  • Developing and implementing ML and AI based solutions to enhance and optimize the Beatport customer experience, including semantic search, content recommendation/personalization engines, and audio models for music professionals.
  • Acting as a subject matter expert regarding GCP’s latest ML/AI tooling and continuously prototyping and advocating for new tooling.
  • Owning the development cycle of our ML and AI pipelines, ensuring low latency, cost effectiveness, robust CI/CD, and continuous iterative testing.
  • Collaborating with Platform Engineering and Product to prioritize relevant workstreams across the Beatport Group.
  • Working with data scientists, data engineers, and data analysts to refine and develop scalable data architectures to deliver unified and actionable ML/AI intelligence across the data stack.

Requirements

  • 4-5 years of direct experience as an ML/AI focused engineer, with 1+ year in a senior capacity preferred.
  • Master’s or PhD degree in Computer Science, Statistics, Mathematics, or a related quantitative field.
  • Expert proficiency in GCP’s ML/AI tooling, its data ecosystem, and Python with core ML/AI libraries (PyTorch, XGBoost, TensorFlow).
  • Expert proficiency with SQL development, with Google dialects being advantageous.
  • Proficiency with an API web framework (FastAPI, Django, Flask).
  • Robust CI/CD discipline for ML, including GitHub Actions or GitLab CI, and infrastructure as code solutions such as Terraform., * Experience in a data science or adjacent environment.
  • Familiarity with experimentation and A/B testing frameworks.
  • Experience with vector databases or similar technologies for semantic search and retrieval pipelines.
  • Experience with dbt.
  • Domain knowledge in digital signal processing and/or audio fingerprinting within the music industry.
  • General music industry experience or interest in DJ culture., Hybrid (London) or remote (UK) - must have right to work in the UK.

Benefits & conditions

  • Participation in company’s annual bonus pool program
  • Professional environment with room for creativity and fun
  • VIP access to local music events & livestreams
  • Enhanced holiday allowance
  • Focus days
  • BUPA Health Insurance
  • Learning days
  • Employer-matched pension
    • More

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