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Consultant - LLM Workflow Specialist
2 semanas atrás
About the Job
We're looking for a talented Consultant - LLM Workflow Specialist to join our team at TN Portugal. As a key member of our organization, you will play a critical role in designing and delivering innovative AI solutions using Azure AI Services.
Key Responsibilities
- Design and develop Proof-of-Concepts (PoCs) using pre-trained Foundation Models, collaborating with stakeholders to ensure successful implementation.
- Apply prompt-engineering techniques to specific use cases and model types, focusing on seamless data handling and preprocessing.
- Work closely with clients to rapidly develop AI solutions using Azure AI, leveraging cloud technologies for scalability and reliability.
- Validate hypotheses for business queries using Foundation Models, showcasing a deep understanding of key concepts in Foundation Models literature.
- Foster a growth mindset and genuine curiosity to understand clients' business processes and challenges, employing statistical analysis skills to identify transformation opportunities.
- Design, implement, and productize AI pipelines with best practices and tools, ensuring reproducibility and reliability of AI/ML solutions.
- Architect end-to-end LLMOps solutions using cloud technologies, automation, and orchestration tools, guaranteeing scalability and reproducibility.
- Develop Generative AI solutions and prompt management frameworks using cutting-edge methods to generate diverse and high-quality insights.
- Collaborate with colleagues to address data privacy, model explainability, bias mitigation, and human-in-the-loop evaluation, contributing to AI governance and ethics practices.
- Participate in large-scale client engagements, fostering relationships with client personnel at appropriate levels and consistently delivering quality client services.
Requirements and Qualifications
- Bachelor's degree or MS degree in Computer Science, Engineering, Informatics, Statistics, or Data Science.
- Extensive experience with LLM workflows, LLM lifecycle management frameworks, and tools like ML-PromptFlow, with a proven track record of delivering successful projects.
- Proficiency in using Visual Studio Code and relevant cloud technologies, ideally MS Azure or AWS, GCP, with a focus on leveraging these tools for large-scale AI workloads.
- Deep understanding of Azure AI Services including Azure AI Search, with expertise in building and deploying AI products using LLMs, embeddings, or other natural language technologies.
- Excellent communication skills, with the ability to work effectively with clients and colleagues, and contribute to AI governance and ethics practices.
- Experience with Agile Software Development methodologies and proficiency in programming languages such as Python, or other commonly used languages in AI/ML development.
