AI & GenAI Data Scientist - Experienced Associate
5 days ago
At PwC, our people in data and analytics engineering focus on leveraging advanced technologies and techniques to design and develop robust data solutions for clients. They play a crucial role in transforming raw data into actionable insights, enabling informed decision-making and driving business growth. Those in data science and machine learning engineering at PwC will focus on leveraging advanced analytics and machine learning techniques to extract insights from large datasets and drive data-driven decision making. You will work on developing predictive models, conducting statistical analysis, and creating data visualisations to solve complex business problems.
Driven by curiosity, you are a reliable, contributing member of a team. In our fast-paced environment, you are expected to adapt to working with a variety of clients and team members, each presenting varying challenges and scope. Every experience is an opportunity to learn and grow. You are expected to take ownership and consistently deliver quality work that drives value for our clients and success as a team. As you navigate through the Firm, you build a brand for yourself, opening doors to more opportunities.
Examples of the skills, knowledge, and experiences you need to lead and deliver value at this level include but are not limited to:- Apply a learning mindset and take ownership for your own development.
- Appreciate diverse perspectives, needs, and feelings of others.
- Adopt habits to sustain high performance and develop your potential.
- Actively listen, ask questions to check understanding, and clearly express ideas.
- Seek, reflect, act on, and give feedback.
- Gather information from a range of sources to analyse facts and discern patterns.
- Commit to understanding how the business works and building commercial awareness.
- Learn and apply professional and technical standards, uphold the Firm's code of conduct and independence requirements.
- Minimum Degree Required: Bachelor's Degree
- Required Field(s) of Study: Management Information Systems, Management of Technology, Systems Engineering, Mathematical Statistics, Mathematics, Electrical Engineering, Industrial Engineering, Computer and Information Science & Accounting
- Minimum Year(s) of Experience: 1 year(s)
- Preferred Knowledge/Skills: Demonstrates thorough-level abilities managing the identification and addressing of client needs:
- Building of GenAI and AI solutions, including analytical model development, prompt engineering, programming (e.g., Python), testing, communication of results, integration, and iterative development with clients.
- Documenting and analyzing business processes for AI and Generative AI opportunities.
- Collaborating with client team to understand their business problem and select appropriate analytical models for AI and GenAI use cases.
- Designing AI/GenAI architectures for plugin-based solutions and custom AI/GenAI application builds.
- Processing unstructured and structured data for LLM context.
- Supporting management of a global data and analytics team on client engagements.
- Directing data engineers and other data scientists to deliver efficient solutions.
- Leading and contributing to development of proof of concepts, pilots, and production use cases.
- Structuring, writing, and facilitating client presentations.
- Directing associates through coaching and feedback.
- Demonstrates thorough abilities learning and performing in functional and technical capacities:
- Managing AI/GenAI application development teams.
- Using Python and common LLM development frameworks.
- Experience in analytical techniques such as Machine Learning and Deep Learning.
- Vectorization, embedding, prompt engineering, RAG workflow development.
- Understanding or experience with cloud platforms.
- Experience with Git Version Control, Unit/Integration/End-to-End Testing, CI/CD, release management.
Learn more about how we work: https://pwc.to/how-we-work.
PwC does not intend to hire experienced or entry level job seekers who will need, now or in the future, PwC sponsorship through the H-1B lottery, except as set forth within the following policy: https://pwc.to/H-1B-Lottery-Policy.
The salary range for this position is: $75,000 - $118,000, plus individuals may be eligible for an annual discretionary bonus. Actual compensation will be dependent upon the individual's skills, experience, qualifications and location. PwC offers a wide range of benefits, including medical, dental, vision, 401k, holiday pay, vacation and more. To view our benefits at a glance, please visit: https://pwc.to/benefits-at-a-glance.
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