
Senior Machine Learning Engineer
20 hours ago
We are seeking an experienced Data Analyst with expertise in Natural Language Processing (NLP), Machine Learning (ML) and Large Language Models (LLMs).
Core Responsibilities:
- Develop and deploy NLP and ML models for real-world applications using Python.
- Fine-tune LLM embeddings and optimize vector search using FAISS, Pinecone, Weaviate or Vertex AI Matching Engine.
- Collaborate with cross-functional teams to deliver AI-driven solutions on cloud ML platforms like Google Cloud Platform.
- Continuously research and adopt state-of-the-art techniques in NLP, ML and LLMs.
Essential Skills and Qualification:
- Proven experience as a Data Analyst with 6-9 years of experience focusing on NLP and ML.
- Hands-on experience with LLM frameworks - Hugging Face Transformers, LangChain, LamaIndex and Vertex AI.
- Strong programming skills in Python with ML libraries - PyTorch, TensorFlow and Scikit-learn.
- Experience in fine-tuning LLM embeddings and vector databases.
- Proficiency in data analysis, statistics and experiment design.
Desirable Skills:
- Exposure to MLOps practices - Continuous Integration/Continuous Deployment for ML monitoring and deployment.
- Knowledge of reinforcement learning and generative AI applications.
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