Staff Machine Learning Engineer, Ads Foundational Representations
Remote - The Netherlands
R
EUR 80K-100K (estimate) Senior-level Full Time
Tasks
- Build data processing and model inference pipelines
- Build multimodal and content embedding pipelines
- Collaborate with product and data science to define relevance metrics
- Design, train, evaluate, and deploy machine learning models
- Develop embedding models for advertising use cases
- Develop evaluation methodologies for embeddings
- Extract representations using local and third party LLMs and VLMs
- Implement monitoring and performance tuning for ML systems
- Implement two tower architectures and sequence models
- Lead cross functional machine learning projects end to end
- Prompt tune and fine tune large models
- Review code and modeling work and raise engineering quality
- Run offline and online experiments for feature evaluation
- Translate business requirements into technical solutions
- Write automated tests for ML systems
Perks/Benefits
- Employer sponsored medical plan
- Family planning support
- Flexible vacation
- Flexible work from anywhere
- Gender-affirming care
- Income replacement programs
- Mental health coaching
- Paid parental leave
- Paid volunteer time off
- Private pension employer matching
Skills/Tech-stack
Airflow | Apache Kafka | BigQuery | Cloud platform | Computer Vision | Data Pipelines | Embeddings | Experimentation | Fine Tuning | Google Cloud | Google Cloud Platform | Knowledge graphs | Kubernetes | LLM | Machine Learning | Model Evaluation | Model Management | Model Monitoring | NLP | Prompt engineering | PyTorch | Python | Ray | Recommender Systems | Sequence Modeling | TensorFlow | Two Tower Models | Two-Tower | VLM
Education
N/A
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