GenAI and LLM Architect – Data

GenAI and LLM Architect – Data

Requirements

• Proven experience in the architecture, design, and implementation of large scale and enterprise grade AI/ML solutions
• 5+ years of hands-on statistical modeling and/or analytical experience in an industry or consulting setting
• Master’s degree in statistics, mathematics, computer science or related field (a PhD is preferred)
• Experience with a variety of ML and AI techniques (e.g. multivariate/logistic regression models, cluster analysis, predictive modeling, neural networks, deep learning, pricing models, decision trees, ensemble methods, etc.)
• Proficiency in programming languages such as Python, TensorFlow, PyTorch, or Hugging Face Transformers for model development and experimentation
• Strong understanding of NLP fundamentals, including tokenization, word embeddings, language modeling, sequence labeling, and text generation
• Experience with data processing using LangChain, data embedding using LLMs, Vector databases and prompt engineering
• Advanced knowledge of relational and non-relational databases (SQL, NoSQL)
• Proficient in large-scale distributed systems (Hadoop, Spark, etc.)
• Experience with designing and presenting compelling insights using visualization tools (RShiny, R, Python, Tableau, Power BI, D3.js, etc.)
• Passion for leading teams and providing both formal and informal mentorship
• Experience with wrangling, exploring, transforming, and analyzing datasets of varying size and complexity
• Knowledgeable of tools and processes to monitor model performance and data quality, including model tuning experience
• Strong communication and interpersonal skills, and the ability to engage customers at a business level in addition to a technical level
• Stay current with AI/ML trends and research; be a thought leader in AI area
• Experience with implementing machine learning models in production environments through one or more cloud platforms: Google Cloud Platform, Azure cloud services, AWS cloud services.

Responsibilities

• Act as the primary architect and technical lead on projects to scope and estimate work streams
• Architect and model technical solutions to meet business requirements
• Serve as a technical expert in client communications
• Participate in design sessions
• Provision environments
• Coach and lead junior resources on projects.

Preferred Qualifications

• Thrive in a fast-paced, dynamic, client-facing role where delivering solid work products to exceed high expectations is a measure of success
• Contribute in a team-oriented environment
• Prioritize multiple tasks in order to consistently meet deadlines
• Creatively solve problems in an analytical environment
• Adapt to new environments, people, technologies and processes
• Excel in leadership, communication, and interpersonal skills
• Establish strong work relationships with clients and team members
• Generate ideas and understand different points of view