AI & GenAI Data Scientist – Senior Manager jobs in United States
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PwC · 22 hours ago

AI & GenAI Data Scientist – Senior Manager

PwC is a leading professional services firm focused on leveraging data to drive insights and make informed business decisions. The Senior Manager in AI & GenAI Data Science will lead teams in developing advanced analytical techniques to optimize client operations and solve complex business problems.

AccountingBusiness DevelopmentConsultingFinanceFinancial ServicesTax Consulting
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Responsibilities

Craft and convey clear, impactful and engaging messages that tell a holistic story
Apply systems thinking to identify underlying problems and/or opportunities
Validate outcomes with clients, share alternative perspectives, and act on client feedback
Direct the team through complexity, demonstrating composure through ambiguous, challenging and uncertain situations
Deepen and evolve your expertise with a focus on staying relevant
Initiate open and honest coaching conversations at all levels
Make difficult decisions and take action to resolve issues hindering team effectiveness
Model and reinforce professional and technical standards (e.g. refer to specific PwC tax and audit guidance), the Firm's code of conduct, and independence requirements
Managing development teams in building of GenAI solutions, including but not limited to prompt engineering, general all-purpose programming (e.g., Python), testing, communication of results, front end and back end integration, and iterative development with clients
Leading a team to document and analyze business processes for Generative AI opportunities, including gathering of requirements, creation of initial GenAI hypotheses, and development of GenAI solution approach
Collaborating with client team to understand their business problem and select the appropriate models and approaches for GenAI use cases
Managing teams to process 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
Directing architects to design and solution GenAI architectures for clients, specifically for plugin based solutions (i.e., ChatClient application with plugins) and custom GenAI application builds
Directing data engineers and other data scientists to deliver efficient solutions to meet client requirements
Managing daily operations of a global data and analytics team on client engagements, review developed models, provide feedback and assist in analysis
Facilitating and conducting executive level presentations to showcase GenAI solutions, development progress, and next steps
Managing associates and senior associates through coaching, providing feedback, and guiding work performance
Leading business development activities for clients, including but not limited to facilitating the sales cycle of GenAI proposals; and
Leading internal asset development to build foundational GenAI practice

Qualification

GenAI solutions developmentPython programmingData manipulationStatistical modelingCloud platforms AzureCloud platforms AWSCloud platforms Google CloudSQLNoSQLVersion control (Git)CoachingMentoringCommunication skillsTeam leadership

Required

Bachelor's Degree
9 year(s) of experience
Craft and convey clear, impactful and engaging messages that tell a holistic story
Apply systems thinking to identify underlying problems and/or opportunities
Validate outcomes with clients, share alternative perspectives, and act on client feedback
Direct the team through complexity, demonstrating composure through ambiguous, challenging and uncertain situations
Deepen and evolve your expertise with a focus on staying relevant
Initiate open and honest coaching conversations at all levels
Make difficult decisions and take action to resolve issues hindering team effectiveness
Model and reinforce professional and technical standards (e.g. refer to specific PwC tax and audit guidance), the Firm's code of conduct, and independence requirements

Preferred

Managing development teams in building of GenAI solutions, including but not limited to prompt engineering, general all-purpose programming (e.g., Python), testing, communication of results, front end and back end integration, and iterative development with clients
Leading a team to document and analyze business processes for Generative AI opportunities, including gathering of requirements, creation of initial GenAI hypotheses, and development of GenAI solution approach
Collaborating with client team to understand their business problem and select the appropriate models and approaches for GenAI use cases
Managing teams to process 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
Directing architects to design and solution GenAI architectures for clients, specifically for plugin based solutions (i.e., ChatClient application with plugins) and custom GenAI application builds
Directing data engineers and other data scientists to deliver efficient solutions to meet client requirements
Managing daily operations of a global data and analytics team on client engagements, review developed models, provide feedback and assist in analysis
Facilitating and conducting executive level presentations to showcase GenAI solutions, development progress, and next steps
Managing associates and senior associates through coaching, providing feedback, and guiding work performance
Leading business development activities for clients, including but not limited to facilitating the sales cycle of GenAI proposals
Leading internal asset development to build foundational GenAI practice
Managing GenAI application development teams including back-end and front-end integrations
Using Python (e.g., Pandas, NLTK, etc.), common LLM development frameworks (e.g., Langchain, Semantic Kernel), Relational storage (SQL), Non-relational storage (NoSQL)
Vectorization and embedding, prompt engineering, RAG (retrieval, augmented, generation) workflow dev
Possessing hands on experience with Azure, AWS, and / or Google Cloud platforms
Demonstrating experience with Git Version Control, Unit/Integration/End-to-End Testing, CI/CD, release management, etc
Delivering successful technology creation, functional code, AI solutions and Data Platforms

Benefits

Medical
Dental
Vision
401k
Holiday pay
Vacation
Personal and family sick leave
And more

Company

At PwC, we help clients drive their companies to the leading edge.

Funding

Current Stage
Late Stage
Total Funding
unknown
Key Investors
Apparel Impact Institute
2023-09-19Grant

Leadership Team

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Havard Abrahamsen
CEO - Norway
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Alex Sladen
Director - Global Marketing, Media & Partnerships
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