Data Scientist - AI Evaluation & Benchmarking Manager

<div><b>About the role: </b></div><div><div><p></p><p>You’ll join our AI Research team as a Data Scientist - AI Evaluation & Benchmarking Manager, helping to shape and evolve the model benchmarking and experimentation capabilities that underpin AI delivery across PwC and our clients. You’ll work within a highly collaborative applied research environment that values curiosity, technical rigour and practical problem solving. In this role, you'll develop frameworks and experimentation workflows used to evaluate emerging AI models, driving evidence-based decisions for client engagements. We’re looking for someone who enjoys technical ownership, thrives in fastmoving environments and is motivated by building scalable, secure AI research infrastructure.</p><p></p><p><b>What your days will look like:</b></p><p></p><p>You’ll play a key role in building and evolving our AI benchmarking and experimentation platforms, enabling robust and repeatable model evaluation. Your work will directly influence AI model selection and technical strategy across PwC projects and client engagements.</p><p></p><ul><li><p>Design and run end to end benchmarking workflows, from understanding client use cases, designing and running benchmarking strategies, and generating business ready insights</p></li><li><p>Build scalable evaluation frameworks, metrics and pipelines, combining hands-on engineering with continuous review of academic literature to ensure our evaluation strategies reflect leading research and best practice.</p></li><li><p>Develop, maintain and improve experimentation infrastructure, ensuring robustness and production grade engineering.</p></li><li><p>Produce clear, client ready insights and support technical demos and deep dive sessions.</p></li></ul><p></p><p><b>This role is for you if: </b></p><p></p><ul><li><p>You have strong hands-on experience in Data Science concepts, or LLM experimentation using structured evaluation frameworks.</p></li><li><p>You are highly proficient in Python, including asynchronous programming, multithreading and writing maintainable code</p></li><li><p>You have experience deploying ML workloads to cloud platforms (Azure, AWS or GCP), with familiarity in CI/CD and containerisation (Docker/ Podman).</p></li><li><p>You have applied knowledge of statistics and experimental design and can translate findings into actionable recommendations. You are comfortable managing fastmoving workstreams and operating autonomously.</p></li><li><p><span><span>You<span> </span></span><span>demonstrate</span><span><span> </span>emerging leadership behaviours<span> </span></span><span>-</span><span><span> </span>taking initiative, influencing technical direction, communicating<span> </span></span><span>clearly</span><span><span> </span>and supporting the development of others.</span></span><span> </span></p></li><li><p>You are motivated by ownership and excited by the opportunity to shape AI research platforms that directly impact client engagements.</p></li></ul><p></p><p><b>What you’ll receive from us:</b></p><p></p><p>No matter where you may be in your career or personal life, our <a href="https://www.pwc.co.uk/careers/about-us/reward.html" target="_blank">benefits</a> are designed to add value and support, recognising and rewarding you fairly for your contributions.</p><p></p><p>We offer a range of benefits including empowered flexibility and a working week split between office, home and client site; private medical cover and 24/7 access to a qualified virtual GP; six volunteering days a year and much more.</p> <p></p><p></p></div><p></p></div><p></p><br>

Back to blog

Other Jobs To Apply

No other job posts for this day.

Common Interview Questions And Answers

1. HOW DO YOU PLAN YOUR DAY?

This is what this question poses: When do you focus and start working seriously? What are the hours you work optimally? Are you a night owl? A morning bird? Remote teams can be made up of people working on different shifts and around the world, so you won't necessarily be stuck in the 9-5 schedule if it's not for you...

2. HOW DO YOU USE THE DIFFERENT COMMUNICATION TOOLS IN DIFFERENT SITUATIONS?

When you're working on a remote team, there's no way to chat in the hallway between meetings or catch up on the latest project during an office carpool. Therefore, virtual communication will be absolutely essential to get your work done...

3. WHAT IS "WORKING REMOTE" REALLY FOR YOU?

Many people want to work remotely because of the flexibility it allows. You can work anywhere and at any time of the day...

4. WHAT DO YOU NEED IN YOUR PHYSICAL WORKSPACE TO SUCCEED IN YOUR WORK?

With this question, companies are looking to see what equipment they may need to provide you with and to verify how aware you are of what remote working could mean for you physically and logistically...

5. HOW DO YOU PROCESS INFORMATION?

Several years ago, I was working in a team to plan a big event. My supervisor made us all work as a team before the big day. One of our activities has been to find out how each of us processes information...

6. HOW DO YOU MANAGE THE CALENDAR AND THE PROGRAM? WHICH APPLICATIONS / SYSTEM DO YOU USE?

Or you may receive even more specific questions, such as: What's on your calendar? Do you plan blocks of time to do certain types of work? Do you have an open calendar that everyone can see?...

7. HOW DO YOU ORGANIZE FILES, LINKS, AND TABS ON YOUR COMPUTER?

Just like your schedule, how you track files and other information is very important. After all, everything is digital!...

8. HOW TO PRIORITIZE WORK?

The day I watched Marie Forleo's film separating the important from the urgent, my life changed. Not all remote jobs start fast, but most of them are...

9. HOW DO YOU PREPARE FOR A MEETING AND PREPARE A MEETING? WHAT DO YOU SEE HAPPENING DURING THE MEETING?

Just as communication is essential when working remotely, so is organization. Because you won't have those opportunities in the elevator or a casual conversation in the lunchroom, you should take advantage of the little time you have in a video or phone conference...

10. HOW DO YOU USE TECHNOLOGY ON A DAILY BASIS, IN YOUR WORK AND FOR YOUR PLEASURE?

This is a great question because it shows your comfort level with technology, which is very important for a remote worker because you will be working with technology over time...