Related skills
nlp python pytorch langchain llmπ Description
- Stay updated on LLM research, real-time models, and transformers.
- Evaluate techniques for business problems and API features.
- Design AI approaches; prototype solutions; run experiments with SMEs.
- Write production-grade code; build scalable LLM systems; optimize performance.
- Conduct rigorous experiments to evaluate methods and user impact.
π― Requirements
- 3-5 years in data science/ML with NLP/LLM focus.
- Bachelorβs or higher in CS/ML/Statistics or related.
- Proven track record deploying production ML/AI systems.
- Python mastery with OOP, patterns, testing.
- Deep experience with PyTorch or TensorFlow.
- LLM frameworks/APIs (OpenAI, Anthropic).
π Benefits
- Experience with voice/speech models and real-time audio processing.
- Knowledge of Model Context Protocol (MCP) and LLM standards.
- MLOps tools: monitoring, versioning, A/B testing.
- Open-source ML/AI contributions or published papers.
- Streaming architectures (Kafka, RabbitMQ).
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