Senior Consultant, Gen AI

📋 Description

• Independently deliver high-impact, client-focused engagements and/or oversee specific workstreams under the guidance of an engagement lead and principal consultants.

• Develop and enhance LLM applications, which include AI Agents, RAG systems, evaluation pipelines, prompt chaining, and output refinement.

• Design, implement, and deploy GenAI pipelines utilizing tools such as DSPy, MLFlow, LangChain, LlamaIndex, and Databricks Mosaic AI.

• Engage directly with models like OpenAI GPT, LLaMA, Claude, and others—fine-tuning or prompt-tuning as necessary.

• Ingest and process both unstructured and structured data for integration into GenAI systems, encompassing document parsing, chunking, vectorization, and retrieval.

• Collaborate with cross-functional teams to create custom UI and API integrations and enhance GenAI-powered user experiences.

• Apply enterprise-level best practices for security, compliance, evaluation, and governance in GenAI initiatives.

• Develop evaluation frameworks utilizing MLFlow, Mosaic AI Eval tools, and both standard and custom metrics.

• Assist with CI/CD and DABs for AI applications, promoting code and model artifacts across various environments.

• Contribute to internal accelerators and reusable GenAI components as part of our expanding framework library.

• Collaborate closely with senior leadership to design architecture and delivery plans tailored to client specifications.

⛳️ Requirements

• Bachelor’s degree in Computer Science or a related technical field.

• 3–5 years of experience in Machine Learning or NLP; with at least 1–2 years focused on LLMs or Generative AI systems, preferably using Databricks.

• Skilled in open-source LLM tools such as Hugging Face Transformers, LangChain, or comparable orchestration libraries.

• Strong practical experience with Databricks (Unity Catalog, MLFlow, Delta Tables, etc.).

• Understanding of GenAI-specific challenges, including hallucination mitigation, grounding techniques, and evaluation frameworks.

• Experience in designing and deploying applications with an emphasis on security, compliance, and scalability.

• Exceptional communication skills with a proven ability to engage with both technical and business stakeholders.

🏝️ Benefits

• Engaging, innovative projects in Generative AI with clients ranging from Fortune 100 companies to disruptive startups.

• Rapid learning and mentorship prospects with leading AI/GenAI experts and practitioners.

• A culture that promotes experimentation, innovation, and continuous improvement.

• Opportunities to be a conference speaker, blogger, or writer.

• A diverse and inclusive team, recognized as one of the best GenAI teams, where your voice, ideas, and contributions are highly valued.