Machine Learning Engineering

Tripledot Studios
2 days ago

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English, Spanish

Job location

Remote

Tech stack

A/B testing
Artificial Intelligence
Airflow
Computer Programming
Continuous Integration
Statistical Hypothesis Testing
Python
Machine Learning
Software Engineering
SQL Databases
GIT
Matplotlib
Kubernetes
Machine Learning Operations
Software Version Control
Docker

Job description

experience, as well as to company efficiency and time to market in developing games and features. Implement cutting-edge ML algorithms for personalization in gaming, staying abreast of the latest advancements in the field, and testing to see what works best for our games and data. Designing experiments and prototypes to test the viability and efficiency of new AI models. 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 personalization algorithms and optimise player experience. Continuously monitor and analyse player data to identify new opportunities for personalization and improve existing algorithms. A Bachelor's degree or higher in a quantitative field (e.g., Experience in applying machine learning algorithms to solve real-world problems. Experience with software development concepts like CI/CD, Version Control, Containers (Docker & Kubernetes) and

Requirements

proven track record of deploying ML models to production and established MLOps concepts. A good command of analytical programming and visualisation languages and libraries (SQL, python, matplotlib, etc.) as well as some of the supporting tools and platforms (e.g. git, MLFlow, Kubernetes, Kubeflow, Trino, AirFlow). A strong understanding of statistical concepts (hypothesis testing, sampling, probability distributions). Experience with A/B testing methodologies in an online gaming context. Experience working in the games industry. 25 days paid holiday in addition to bank holidays to relax and refresh throughout the year Hybrid Working 20 days remote working: Work from anywhere in the world, or use the time to cover mandatory office days to WFH, 20 days of the year. Join in regular events and rewards that celebrate cultural events, our achievements and our team spirit. Private Medical Cover: Have peace of mind with private medical cover, ensuring your health is in good hands. English & Spanish Classes: Enhance your English and Spanish skills with our provided language classes. Continuous Professional Development: Propel your career with continuous opportunities for professional development.

About the company

is one of the largest independent mobile games companies in the world. We are a multi-award-winning organisation, with a global 2,500+ strong team across 12 studios. Our expanded portfolio includes some of the biggest titles in mobile gaming, collectively reaching top chart positions around the world and engaging over 25 million daily active users. We're building a company we're proud of. making games. Our ambition is to be the most successful games company in the world, and we're just getting started. The group AI team is a central function that works both with other central groups like marketing and game solutions and the game studios which are part of Tripledot. Within the group AI team, you'll be working with other AI/ ML Eng, Data engineers, analysts and product owners. Within the various studios and other central teams, you will interact with data, engineering, and product teams. The role will be directly contributing to main games KPIs such as retention, revenue, player

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