AI & GenAI Data Scientist - Senior Manager

PwC
Dallas, United States of America
2 days ago

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English
Experience level
Senior
Compensation
$ 280K

Job location

Dallas, United States of America

Tech stack

Artificial Intelligence
Amazon Web Services (AWS)
Azure
Encodings
Databases
Continuous Integration
Iterative and Incremental Development
Python
NLTK
NoSQL
Release Management
Software Engineering
SQL Databases
Systems Integration
Google Cloud Platform
Large Language Models
Prompt Engineering
Generative AI
Backend
GIT
Pandas
Data Management

Job description

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.

Demonstrates intimate level abilities and/or a proven record of success learning and performing in functional and technical capacities, including the following areas:

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.; and,

Delivering successful technology creation, functional code, AI solutions and Data Platforms.

Requirements

Growing as a strategic advisor, you leverage your influence, expertise, and network to deliver quality results. You motivate and coach others, coming together to solve complex problems. As you increase in autonomy, you apply sound judgment, recognising when to take action and when to escalate. You are expected to solve through complexity, ask thoughtful questions, and clearly communicate how things fit together. Your ability to develop and sustain high performing, diverse, and inclusive teams, and your commitment to excellence, contributes to the success of our Firm., Demonstrates intimate-level abilities with, and/or a proven record of success directing efforts in the majority of the following areas:

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 approachesÊfor GenAI use cases

Benefits & conditions

Examples of the skills, knowledge, and experiences you need to lead and deliver value at this level include but are not limited to:

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.

Minimum Degree Required

Bachelor's Degree

Minimum Year(s) of Experience, The salary range for this position is: $124,000 - $280,000. Actual compensation within the range will be dependent upon the individual's skills, experience, qualifications and location, and applicable employment laws. All hired individuals are eligible for an annual discretionary bonus. PwC offers a wide range of benefits, including medical, dental, vision, 401k, holiday pay, vacation, personal and family sick leave, and more. To view our benefits at a glance, please visit the following link: https://pwc.to/benefits-at-a-glance

About the company

PwC provides services to 420 out of 500 Fortune 500 companies. The firm was formed in 1998 by a merger between Coopers & Lybrand and Price Waterhouse.

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