5–12 years of experience in AI/ML/NLP/LLM engineering or AI consulting.
Solid hands‑on experience with Generative AI, LLMs, prompt engineering, embeddings, RAG pipelines.
Proficiency with Python, ML frameworks (PyTorch/TensorFlow), and AI cloud platforms (Azure, AWS, GCP).
Experience with Azure OpenAI / OpenAI API, vector databases (Pinecone, FAISS, Chroma), LangChain, LlamaIndex.
Understanding of MLOps/AIOps, CI/CD pipelines, and model lifecycle management.
Familiarity with data engineering, structured/unstructured data processing, and analytics tooling.
Consulting & Business Skills
Ability to translate complex AI concepts into business-friendly language.

Must Have Skills
5–12 years of experience in AI/ML/NLP/LLM engineering or AI consulting.
Solid hands‑on experience with Generative AI, LLMs, prompt engineering, embeddings, RAG pipelines.
Proficiency with Python, ML frameworks (PyTorch/TensorFlow), and AI cloud platforms (Azure, AWS, GCP).
Experience with Azure OpenAI / OpenAI API, vector databases (Pinecone, FAISS, Chroma), LangChain, LlamaIndex.
Understanding of MLOps/AIOps, CI/CD pipelines, and model lifecycle management.
Familiarity with data engineering, structured/unstructured data processing, and analytics tooling.




Consulting & Business Skills
Ability to translate complex AI concepts into business-friendly language.

Detailed Job Description
5–12 years of experience in AI/ML/NLP/LLM engineering or AI consulting.
Solid hands on experience with Generative AI, LLMs, prompt engineering, embeddings, RAG pipelines.
Proficiency with Python, ML frameworks (PyTorch/TensorFlow), and AI cloud platforms (Azure, AWS, GCP).
Experience with Azure OpenAI / OpenAI API, vector databases (Pinecone, FAISS, Chroma), LangChain, LlamaIndex.
Understanding of MLOps/AIOps, CI/CD pipelines, and model lifecycle management.
Familiarity with data engineering, structured/unstructured data processing, and analytics tooling.
Consulting & Business Skills
Ability to translate complex AI concepts into business-friendly language.
Proven track record delivering measurable business outcomes using AI.

Soft Skills
Strong analytical and troubleshooting skills.
Excellent communication and documentation abilities.
Ability to work in an agile, collaborative environment.
Experience interacting with senior stakeholders and architecture groups.
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