
AI Innovation Lead
2 days ago
Transforming Insights into Action
We are seeking an innovative Data Expert with a strong background in Natural Language Processing, Machine Learning, and Large Language Models. The ideal candidate will have hands-on expertise with modern AI frameworks, vector databases, and cloud-based ML platforms focusing on building and deploying scalable high-performing solutions.
Key Responsibilities:
- Design, develop, and deploy NLP and ML models for real-world applications.
- Work extensively with LLM frameworks, Hugging Face Transformers, LangChain Lama Index, OpenAI API, and Vertex AI.
- Fine-tune large language models embeddings and optimize vector search using FAISS, Pinecone, Weaviate, Milvus, or Vertex AI Matching Engine.
- Perform data preprocessing, statistical analysis, and experiment design to validate models.
- Collaborate with cross-functional teams, engineering, product, and business to deliver AI-driven solutions.
- Leverage cloud ML platforms (GCP preferred) to build and scale production-grade ML pipelines.
- Continuously research and adopt state-of-the-art techniques in NLP, ML, and LLMs.
Essential Skills and Qualifications:
- Proven experience as a Data Expert with 6-9 years of experience, focusing on NLP and ML.
- Hands-on experience with LLM frameworks and libraries: Hugging Face Transformers, LangChain, LamaIndex, OpenAI API, and Vertex AI.
- Strong programming skills in Python with ML/AI libraries: PyTorch, TensorFlow, and Scikit learn.
- Experience in fine-tuning LLMs embeddings and vector databases: FAISS, Pinecone, Weaviate, Milvus, and Vertex AI Matching Engine.
- Proficiency in data analysis, statistics, and experiment design.
- Strong understanding of cloud ML platforms (GCP preferred).
- Excellent problem-solving, analytical, and communication skills.
- Strong debugging, troubleshooting, and problem-solving skills.
- Excellent collaboration abilities.
Desirable Skills:
- Exposure to MLOps practices: CI/CD for ML monitoring deployment.
- Experience with other cloud platforms: AWS and Azure.
- Knowledge of reinforcement learning and generative AI applications.
What We Offer:
- A competitive salary and benefits package.
- The opportunity to work on cutting-edge security challenges.
- A collaborative and growth-oriented work environment with opportunities for career development.
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