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pytorch genai transformers language models retrieval๐ Description
- Train, evaluate, and iterate on ML models for customer feedback.
- Own custom fine-tuning pipelines; run end-to-end experiments.
- Build LLM-powered features: retrieval, reranking, insights.
- Design robust evaluation frameworks; automate checkpoint comparisons.
- Improve semantic search and retrieval beyond embeddings.
- Write production-grade code; collaborate on pipelines, serving, monitoring.
๐ฏ Requirements
- Deep knowledge of transformer architectures.
- Strong PyTorch skills with custom training loops; LoRA.
- Large-scale real-world text data: classification, extraction, embeddings.
- Instruction fine-tuning and serving language models; vLLM/DeepSpeed.
- Grounding in classical ML and statistics; prefer simple methods.
- Practical experience building with GenAI and agentic patterns.
๐ Benefits
- Monthly Health & Wellness budget; annual Learning & Development budget.
- Flexible, choice-first work style; Work From Home allowance.
- 25 holidays + bank holidays + service day; birthday off.
- Enhanced Family Leave, Fertility Leave, and Neonatal Leave.
- Optional Healthcare Plan; Life & income protection.
- Employee equity options; London dog-friendly office with rooftop terrace.
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