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Artificial Intelligence and Machine Learning Specialist
2 weeks ago
We are seeking an experienced AI/ML expert to design, develop, and deploy cutting-edge machine learning models with a focus on Generative AI.
This role involves building scalable solutions using Python, large language models (LLMs), and retrieval pipelines to solve complex business problems and enhance product capabilities.
Key Responsibilities:- Design and Develop Scalable ML Solutions: Design, develop, and deploy state-of-the-art machine learning models using LLMs and RAG architecture.
- Prompt Engineering and Embeddings: Implement and optimize prompt engineering, embeddings, vector databases, and retrieval mechanisms.
- API Development: Develop APIs and services to integrate AI solutions into production systems.
- Collaboration: Collaborate with data engineers, product managers, and other stakeholders to define technical requirements.
- Model Evaluation and Improvement: Continuously evaluate and improve model performance and accuracy.
- Research and Development: Stay updated with the latest research and developments in GenAI, NLP, and ML.
- Education: Bachelor's or Master's degree in Computer Science, AI, Data Science, or related field.
- Programming Skills: Strong programming skills in Python, including use of libraries like TensorFlow, PyTorch, Hugging Face Transformers, LangChain, etc.
- Experience with LLMs: Experience with LLMs (GPT, LLaMA, Claude, etc.) and RAG frameworks.
- Vector Database Experience: Hands-on experience with vector databases (e.g., FAISS, Pinecone, Weaviate).
- NLP Understanding: Solid understanding of NLP, embeddings, tokenization, and attention mechanisms.
- API and Cloud Deployment Experience: Familiarity with APIs, RESTful services, and cloud deployment (AWS/GCP/Azure).
- Foundational Knowledge: Strong foundation in data structures, algorithms, and ML workflows.
- Problem-Solving: Strong problem-solving and analytical thinking.
- Communication Skills: Excellent verbal and written communication skills.
- Adaptability: Adaptability and willingness to learn emerging technologies.
- Teamwork: Collaboration and teamwork in cross-functional environments.
- Attention to Detail: Strong attention to detail and ability to deliver high-quality work.