ml engineer for gaming products

Описание:

Aristocrat is a global leader in gaming content and technology and a leading publisher of free-to-play mobile games. The company provides high-performing solutions to B2B customers and creates casino and mobile games enjoyed by millions of players, while promoting responsible gaming, corporate governance, employee wellbeing, and sustainability.

Задачи:

• Deploy machine learning models supporting gaming functionality, player experience, and operational efficiency;
• Improve code quality by optimizing SQL and Python scripts for data transformation, feature engineering, modeling pipelines, and AI applications to ensure production readiness;
• Explore and contribute to early-stage projects involving LLMs, RAG systems, and agentic AI for new types of automation and decision support;
• Develop or refine Streamlit-based tools that present ML/AI capabilities to non-technical users through intuitive and interactive interfaces;
• Help build and implement model monitoring systems to ensure long-term performance and business alignment;
• Collaborate with product, data, and engineering teams to identify where ML and AI can add value;
• Communicate results, limitations, and recommendations clearly to both technical and business stakeholders.

Требования:

• More than 5 years of experience applying machine learning to real-world problems, from data through deployment;
• Strong Python knowledge and practical experience with Python ML libraries;
• Proficiency in SQL and experience working with large data warehouses;
• Comfortable working with cloud platforms such as GCP, AWS, or Azure, as well as Docker and Airflow;
• Ability to create simple user interfaces, for example with Streamlit, to expose ML models or AI applications to broader teams;
• Practical experience developing generative AI applications with LLMs, including API integration;
• Interest or initial experience with RAG systems through prototypes, personal projects, or professional experience;
• Curiosity, initiative, and willingness to learn and grow in a rapidly evolving environment;
• University degree in a relevant technical field or equivalent experience;
• Nice to have: familiarity with agentic AI concepts or frameworks such as LangChain agents or CrewAI. xcskxlj

Условия:

• Attractive benefits package;
• International career opportunities;
• No work travel required;
• Work visa sponsorship is unavailable;
• candidates must have permission to work full-time in Spain without requiring a visa now or in the future.

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