Senior Machine Learning Engineer, Ads Foundational Representations
Remote - United Kingdom
R
GBP 81K-121K (estimate) Senior-level Full Time
Tasks
- Build data processing and inference pipelines
- Collaborate with cross-functional teams on requirements and design
- Develop embedding models for advertising use cases
- Ensure reliability, scalability, and performance
- Evaluate features and embeddings end to end
- Extract representations from LLMs and VLMs
- Participate in modeling and coding reviews
- Perform model management best practices
- Run offline and online experiments
- Write automated tests and monitoring
Perks/Benefits
- Bike to work scheme
- Family planning support
- Flexible vacation
- Gender-affirming care
- Income replacement programs
- Mental health and coaching benefits
- Mentoring and professional development
- Paid parental leave
- Paid volunteer time off
- Pension scheme
- Private medical and dental
- Remote work
Skills/Tech-stack
Airflow | BigQuery | Computer Vision | Deep learning | Embeddings | Evaluation Methodologies | Fine Tuning | GCP | Kafka | Kubernetes | LLM Fine-tuning | Language Models | Large Language Models | Machine Learning | NLP | Prompt Tuning | Prompt engineering | PyTorch | Python | Ray | Recommender Systems | Sequence Modeling | TensorFlow | Two-Tower | Two-tower architectures | Vision Language Models | Vision-language
Education
N/A
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