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AI Application Engineer
Skills
JavascriptSQLAnalytical SkillsConcreteEngineeringHTMLLarge Language Models
What the job involves
The main requirements, responsibilities and hiring steps.
Requirements
- Production LLM application experience with reliability focus
- Strong SQL and data modelling skills
- Experience with validation layers eval sets golden datasets or regression tests
- Pragmatic engineering mindset with precompute and validate approach
- Cricket domain familiarity or ability to learn a numbers-heavy domain quickly
Nice to have
- Pragmatic
- Deliberate
- Evidence-led
- Cricket-fluent
- Ownership-minded
Day to day
- Own the data and validation layer underpinning two AI cricket products
- Build precomputed analytical views and canonical aggregations for match reporting modules
- Define structured chapter payload contracts and implement validation between data and model
- Establish eval sets and regression tests to prevent numerical errors and ship reliable outputs
Hiring process
- Message directly on LinkedIn
- Send one concrete example of a project where you raised reliability on a production system
- Explain the baseline what changed and how you knew it improved