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
Job source
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
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