Machine Learning Engineer
Department:Data Science & Intelligence
Employment Type:Permanent - Full Time
Location:London, UK
Description
Tripledot Studiosis an award-winning, record-breaking games studio with a team of circa 400 people. Headquartered in London, we also have offices in Warsaw, Barcelona, Minsk, Jakarta, and Melbourne.
We specialise in Casual, Free to Play, Mobile games, and millions of users play our games every day.
- Fastest Growing Business in Europein 2022
- Tech Growth Business of the Year2021 and 2023
- PocketGamer Best Mobile Developer2023
- The Kings Award for International Enterprise2024
Our guiding principle as a team is that when people love what they do, what they do will be loved by others.
Take a look at our games:iOS Store+Google Play
Role Overview
As a leading mobile gaming studio focused on casual puzzle games with millions of users, we're on a mission to create engaging and personalised experiences for our players.
In this role, you'll be at the forefront of building and implementing algorithms that will take our player experience to the next level.
Key Responsibilities
- Conduct research on cutting-edge machine learning algorithms for personalisation in gaming, staying abreast of the latest advancements in the field, and testing to see what works best for our games and data.
- Design experiments and prototypes to test the viability and efficiency of new AI models.
- Translate research findings into real-world applications by creating algorithm prototypes in our codebase.
- Convert prototypes into production-level code that can be easily managed and deployed through the ML Lifecycle.
- Design, develop, and evaluate A/B tests to measure the effectiveness of personalisation algorithms and optimise player experience.
- Continuously monitor and analyse player data to identify new opportunities for personalisation and improve existing algorithms.
- Document your work clearly and concisely, fostering knowledge sharing within the team.
Required Skills, Knowledge and Expertise
- A Bachelor's degree in a quantitative field (e.g., Computer Science, Mathematics, Statistics) or equivalent experience.
- Strong understanding of industry-standard ML techniques (e.g. Classification, Regression, Clustering, Recommendation Systems, etc).
- Experience in applying machine learning algorithms to solve real-world problems.
- Proven experience in coding algorithms from research papers into production-ready code (Python preferred).
- Experience with software development concepts like CI/CD, Version Control, Containers (Docker & Kubernetes) and proven track record of deploying ML models to production.
- A good command of analytical programming and visualisation languages and libraries (SQL, Python and/or R, matplotlib / ggplot etc.) as well as supporting tools and platforms (e.g. git, Sagemaker, VS Code).
- A strong understanding of statistical concepts (hypothesis testing, sampling, probability distributions).
- Excellent communication and collaboration skills to effectively bridge the gap between technical and non-technical teams.
- A passion for mobile gaming and a strong desire to create engaging player experiences.
Bonus points if you also have:
- Experience with more complex ML techniques (e.g. Reinforcement Learning).
- Experience with A/B testing methodologies in an online gaming context.
- Experience working in the games industry.
- Experience deploying real-time ML models.
Working at Tripledot
- 25 days holiday:Enjoy 25 days of paid holiday, in addition to bank holidays to relax and refresh throughout the year.
- Hybrid Working:We work in the office 3 days a week, Tuesdays and Wednesdays, and a third day of your choice.
- 20 days fully remote working:Work from anywhere in the world, 20 days of the year.
- Regular company events and rewards:Join in regular events and rewards that celebrate cultural events, our achievements and our team spirit. Recent highlights have been: Thames River Cruise, London Dungeon and Summer Parties in Regents Park.
- Continuous Professional Development:Propel your career with continuous opportunities for professional development.
- Private Medical Cover:Have peace of mind with private medical cover, ensuring your health is in good hands.
- Life Assurance & Critical Illness Cover:Financial protection for you and your loved ones.
- Health Cash Plan:Benefit from a health cash plan that contributes to your medical expenses.
- Dental Cover:Flash your best smile with our dental cover.
- Family Forming Support:Receive vital support on your family forming/fertility journey with our support program [subject to policy].
- Employee Assistance Program:Anytime you need it, tap into confidential, caring support with our Employee Assistance Program, always here to lend an ear and a helping hand.
- Cycle to Work Scheme:Make the most of our Cycle to Work Scheme for a green and healthy commute.
- Pension Plan:Secure your future with our contributory pension plan.
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