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PwC · 23 hours ago

AI & GenAI Data Scientist - Manager

Spartanburg, SC

Full-time

Hybrid

Mid, Senior Level

$99K/yr - $232K/yr

7+ years exp

PwC is a leader in data and analytics, focusing on leveraging data to drive insights and informed business decisions. The AI & GenAI Data Scientist - Manager will lead teams in developing AI and Generative AI solutions, manage client engagements, and mentor team members while ensuring quality and performance.

AccountingBusiness DevelopmentConsultingFinanceFinancial ServicesTax Consulting

No H1B

Responsibilities

Analyse and identify the linkages and interactions between the component parts of an entire system

Take ownership of projects, ensuring their successful planning, budgeting, execution, and completion

Partner with team leadership to ensure collective ownership of quality, timelines, and deliverables

Develop skills outside your comfort zone, and encourage others to do the same

Effectively mentor others

Use the review of work as an opportunity to deepen the expertise of team members

Address conflicts or issues, engaging in difficult conversations with clients, team members and other stakeholders, escalating where appropriate

Uphold 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 AI and GenAI solutions, including but not limited to analytical modeling, 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 AI/GenAI solution approach

Collaborating with client team to understand their business problem and select the appropriate models and approaches for AI/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

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

Managing 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

Facilitating and conducting executive level presentations to showcase GenAI solutions, development progress, and next steps

Structuring, write, communicate and facilitate client presentations; and

Managing associates and senior associates through coaching, providing feedback, and guiding work performance

Qualification

AIGenAI solutionsPythonMachine LearningCloud platformsData manipulationStatistical modelingAnalytical techniquesClient communicationTeam leadershipMentoring

Required

Bachelor's Degree

7 year(s) of experience

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

Collaborating with client team to understand their business problem and select the appropriate models and approaches for AI/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

Managing 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

Facilitating and conducting executive level presentations to showcase GenAI solutions, development progress, and next steps

Structuring, writing, communicating and facilitating client presentations

Managing associates and senior associates through coaching, providing feedback, and guiding work performance

Managing 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