At a Glance
- Tasks: Build cutting-edge AI for cricket, turning data into actionable insights for teams and fans.
- Company: Join Cricket Connect, an innovative AI platform transforming the world of cricket.
- Benefits: Enjoy remote work, equity options, and a direct relationship with the founding team.
- Other info: Dynamic environment with flexible hours; perfect for those who thrive on excitement.
- Why this job: Make a real impact in professional cricket while working with passionate teammates.
- Qualifications: Experience in production systems, strong SQL skills, and a passion for cricket.
The predicted salary is between 60000 - 80000 £ per year.
Building production-grade AI for elite cricket is one of the most interesting engineering problems in sport. Cricket Connect is an AI-native cricket intelligence platform working with several Vitality Blast county teams, a major franchise league, and a national team. We turn ball-by-ball data into pre-match plans, in-match decisions, and post-match insight for coaches, analysts, and fans.
The engineering problem is that cricket is one of the most data-rich sports in the world — every delivery generates dozens of structured signals. Turning that volume of data into reliable, decision-grade output for professional coaches is a meaningfully harder problem than building a typical LLM application: Numerical correctness is non-negotiable. A coach reading a pre-match report can spot a wrong number instantly. The system has to be right, not just plausible.
The role involves working directly with the technical lead, owning the data and validation layer underneath both products. The first 90 days are concrete:
- Schema discipline: Document column semantics across the analytical tables, so every aggregation downstream is built on shared, explicit definitions.
- Precomputed analytical views: Build the canonical aggregations that power our most-used modules.
- Chapter payload contracts: Define the structured payload each module of the CC Pro match report returns.
- Validation layer: Build the layer between data and model that enforces arithmetic consistency and cross-aggregate reconciliation.
- Evals and regression tests: Establish the eval set to ship new modules with confidence.
After that, you scale the same discipline across every new module we ship and set the engineering standard for whoever joins after you.
Stack and shape of work includes:
- LLM application layer with heavy use of structured outputs and retrieval.
- Database: PostgreSQL, ball-by-ball cricket data at scale.
- Engineering culture: Pragmatic, deliberate, evidence-led.
You probably have:
- Built production systems on top of LLMs where reliability matters.
- Strong SQL and data modelling skills.
- Experience with validation layers and regression tests for non-deterministic systems.
- Domain affinity for cricket or a numbers-heavy domain.
What's on offer includes real traction with paying clients in professional cricket, direct working relationship with the founding team, equity after 12 months of strong performance, and remote work organised around CET working hours.
We don't operate on a 9-to-5 rhythm. The team is always on — match days, draft weeks, season launches, client demos don't fit a calendar. The right person finds that energising rather than draining.
How to apply: Message me directly here on LinkedIn. Skip the cover letter — send me one concrete example of a project where you raised the reliability bar on a production system.
Hiring: AI Application Engineer — Cricket Connect in Nottingham employer: Cricket Connect
At Cricket Connect, we pride ourselves on being an exceptional employer that fosters a dynamic and innovative work culture, perfect for those passionate about cricket and data. Our remote team operates within CET hours, allowing for flexibility while collaborating closely with elite cricket organisations, ensuring your contributions have a direct impact on the sport. With opportunities for personal growth, equity after 12 months, and a commitment to high standards in engineering, you'll find a rewarding environment where your expertise is valued and your career can flourish.
StudySmarter Expert Advice🤫
We think this is how you could land Hiring: AI Application Engineer — Cricket Connect in Nottingham
✨Tip Number 1
Get your networking game on! Reach out to people in the cricket and tech industries, especially those connected to Cricket Connect. A friendly chat can open doors that a CV just can't.
✨Tip Number 2
Show off your skills in real-time! If you can, create a mini-project or demo that showcases your ability to handle data and build reliable systems. Share it during interviews or on LinkedIn to grab attention.
✨Tip Number 3
Be ready for technical challenges! Brush up on your SQL and data modelling skills, and prepare to discuss how you've tackled similar problems in the past. Confidence in your abilities will shine through.
✨Tip Number 4
Apply directly through our website! It shows you're genuinely interested and makes it easier for us to spot your application. Plus, we love seeing candidates who take initiative!
We think you need these skills to ace Hiring: AI Application Engineer — Cricket Connect in Nottingham
Some tips for your application 🫡
Keep it Relevant:When you're writing your application, make sure to highlight your experience with production systems and data reliability. We want to see how your skills align with the role, so tailor your examples to show that you understand the engineering challenges we face in cricket.
Show Your Work:Instead of just listing your skills, give us a concrete example of a project where you improved reliability. We’re looking for specifics: what was the baseline, what changes did you implement, and how did you measure success? This helps us see your thought process in action.
Skip the Cover Letter:We’re not big fans of cover letters here at StudySmarter. Instead, focus on sending us that one solid example of your work. It’s a more effective way to showcase your abilities and gives us a clearer picture of what you can bring to the team.
Be Honest About Your Fit:Before you hit send, think about whether our working style suits you. We thrive in a dynamic environment that doesn’t stick to a 9-to-5 schedule. If you’re excited by the idea of working during match days and client demos, let that enthusiasm shine through in your application!
How to prepare for a job interview at Cricket Connect
✨Know Your Cricket Data
Before the interview, brush up on your cricket knowledge, especially around data analytics in the sport. Understand how ball-by-ball data translates into actionable insights for coaches and analysts. Being able to discuss specific examples of how data impacts decision-making will show your passion and expertise.
✨Demonstrate Your SQL Skills
Since strong SQL skills are crucial for this role, prepare to showcase your ability to write complex queries and design schemas. Bring examples of past projects where you’ve used SQL to solve real-world problems, particularly in high-stakes environments where accuracy is key.
✨Showcase Your Validation Experience
Be ready to discuss your experience with building validation layers and regression tests. Prepare a concrete example of a time when you implemented a validation process that improved the reliability of a production system. This will demonstrate your understanding of the importance of data integrity.
✨Embrace the Dynamic Work Environment
Understand that this role requires flexibility and a willingness to adapt to non-traditional working hours. Be honest about your work style and express your enthusiasm for being part of a fast-paced, dynamic team that thrives on challenges, especially during match days and critical project launches.
