Machine Learning Engineer - Recommendations & Personalization
Tasks
- Build recommendation and personalization systems
- Collaborate with product ops and CRM stakeholders
- Create evaluation sets and experiment harnesses
- Develop ranking and user modeling models
- Fine tune open source models for personalization and ranking
- Mentor ML engineers
- Own end to end model lifecycle dataset training evaluation experiments rollout
- Run offline and online A B testing
- Set up data pipelines and production monitoring
Perks/Benefits
Skills/Tech-stack
A/B | A/B Testing | AWS SageMaker | Apache Airflow | B testing | Causal Inference | Cost Optimization | DPO | Data Pipelines | Embeddings | Evaluation | Fine Tuning | GPU Cost Optimization | Hugging Face | Hugging Face Transformers | Information Retrieval | Language Models | Large Language Models | LoRA | MLOps | Machine Learning | Online Experimentation | PEFT | Production Monitoring | PyTorch | Python | Ranking | SFT | Spark | TRL | VLLM
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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