
AI Innovation Expert
1 day ago
We are seeking an expert in Artificial Intelligence to join our team. The ideal candidate will design, develop, and deploy cutting-edge AI solutions with a focus on Generative AI.
Key Responsibilities:
- Design, develop, and deploy AI solutions for Generative AI applications.
- Fine-tune, prompt-engineer, and optimize Large Language Models (LLMs) for domain-specific tasks.
- Leverage frameworks such as LangChain, LlamaIndex, or similar for building modular AI applications.
- Integrate LLMs with APIs, databases, vector stores, and enterprise applications.
- Evaluate and implement model deployment strategies in various environments.
- Collaborate with cross-functional teams to deliver end-to-end AI solutions.
- Stay updated with the latest advancements in AI research and propose adoption of new technologies.
- Implement Model Operations best practices for continuous training, deployment, and monitoring of models in production.
- Ensure responsible AI practices, focusing on bias mitigation, data privacy, and compliance.
Required Skills:
- 5+ years of experience in software development, preferably in Python.
- 2+ years of hands-on experience in Generative AI and LLM-based development.
- Strong knowledge of AI fundamentals, including NLP, deep learning, embeddings, and transformers.
- Experience with LLMs, such as OpenAI GPT, Anthropic Claude, LLaMA, Falcon, Mistral, or similar.
- Proven track record of delivering at least 2 production-grade LLM-based projects.
- Experience with LangChain, LlamaIndex, Haystack, or similar frameworks.
- Familiarity with vector databases, such as Pinecone, Weaviate, Milvus, FAISS, Chroma.
- Hands-on experience with cloud platforms (AWS, Azure, GCP) and AI services (Bedrock, VertexAI, Azure OpenAI).
- Proficiency in containerization and deployment tools (Docker, Kubernetes, CI/CD pipelines).
- Experience with Model Operations tools (MLflow, Kubeflow, Weights & Biases) for model lifecycle management.
- Strong problem-solving, analytical, and communication skills.
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