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PwC · 1 day ago

AI & GenAI Data Scientist-Senior Associate

Minneapolis, MN

Full-time

Hybrid

Mid, Senior Level

$77K/yr - $202K/yr

4+ years exp

PwC is a leading professional services firm focused on leveraging data and analytics to drive insights and informed business decisions. The AI & GenAI Data Scientist-Senior Associate role involves utilizing advanced analytical techniques to extract insights from large datasets, collaborating with clients to solve complex business problems, and managing AI/GenAI application development teams.

AccountingBusiness DevelopmentConsultingFinanceFinancial ServicesTax Consulting

No H1B

Responsibilities

Building of GenAI and AI solutions, including but not limited to analytical model development and implementation, prompt engineering, general all-purpose programming (e.g., Python), testing, communication of results, front end and back-end integration, and iterative development with clients

Documenting and analyzing business processes for AI and Generative AI opportunities, including gathering of requirements, creation of initial hypotheses, and development of GenAI and AI solution approach

Collaborating with client team to understand their business problem and select the appropriate analytical models and approaches for AI and GenAI use cases

Designing and solutioning AI/GenAI architectures for clients, specifically for plugin-based solutions (i.e., ChatClient application with plugins) and custom AI/GenAI application builds

Processing unstructured and structured data to be consumed as context for LLMs, including but not limited to embedding of large text corpus, generative development of SQL queries, building connectors to structured databases

Support management of daily operations of a global data and analytics team on client engagements, review developed models, provide feedback and assist in analysis

Directing data engineers and other data scientists to deliver efficient solutions to meet client requirements

Leading and contributing to development of proof of concepts, pilots, and production use cases for clients while working in cross-functional teams

Structuring, write, communicate and facilitate client presentations; and

Directing associates through coaching, providing feedback, and guiding work performance

Qualification

AI solutions developmentPythonMachine LearningData manipulationStatistical modellingCloud platformsGit Version ControlPrompt engineeringSoft skills

Required

Bachelor's Degree

4 year(s) of experience

Collaborating with client team to understand their business problem and select the appropriate analytical models and approaches for AI and GenAI use cases

Designing and solutioning AI/GenAI architectures for clients, specifically for plugin-based solutions (i.e., ChatClient application with plugins) and custom AI/GenAI application builds

Support management of daily operations of a global data and analytics team on client engagements, review developed models, provide feedback and assist in analysis

Directing data engineers and other data scientists to deliver efficient solutions to meet client requirements

Leading and contributing to development of proof of concepts, pilots, and production use cases for clients while working in cross-functional teams

Structuring, writing, communicating and facilitating client presentations

Directing associates through coaching, providing feedback, and guiding work performance

Managing AI/GenAI application development teams including back-end and front-end integrations

Using Python (e.g., Pandas, NLTK, Scikit-learn, Keras etc.), common LLM development frameworks (e.g., Langchain, Semantic Kernel), Relational storage (SQL), Non-relational storage (NoSQL)

Experience in analytical techniques such as Machine Learning, Deep Learning and Optimization

Vectorization and embedding, prompt engineering, RAG (retrieval, augmented, generation) workflow development

Understanding or hands on experience with Azure, AWS, and / or Google Cloud platforms

Experience with Git Version Control, Unit/Integration/End-to-End Testing, CI/CD, release management, etc