Machine Learning

About Halfbrick

Halfbrick is a game developing studio that is globally recognised for its success with phone games such as Fruit Ninja and Jetpack Joyride. Located in Brisbane, with an awesome team under one roof, we pride ourselves on creating memorable entertainment experiences that become an essential part of people’s everyday lives. Halfbrick is one of Australia’s longest running and most successful game developers. Our success is built on passion, enthusiasm, a willingness to learn and an openness towards trying different approaches to how we make games. We believe that great teams make great games, and we all work together to achieve the best results. This means that we take our hiring process very seriously, making sure that we’re able to produce great games with the best team.

Why you’ll love it

We are committed to growing our employees, and as such we offer generous benefits and perks. We work hard to foster an intensely collaborative, fun, and creative environment, with training and professional growth opportunities at our forefront. We strongly believe and endorse equal opportunity employment and value diversity at Halfbrick. We work hard to foster a culture that allows our Bricks to be the best they can.

Some Halfbrick perks include:

  • Salary sacrifice for phones, laptops, gaming consoles, superannuation and novated lease.
  • Weekly massages on site, during working hours.
  • Cake on your birthday (and everyone else’s birthday).
  • Flexible working hours and work/life balance.
  • Social events and Friday night board games/shenanigans.
  • Daily breakfast bar.
  • Monthly company lunches.

About the opportunity

As a member of the HB Studio team we will assist you to continue growing within your career and build upon your skill set. In this role, you will be responsible for the following:

  • Improve internal business intelligence systems and game data collection through data-engineering concept.
  • Model, implement, and maintain scalable Machine Learning systems using AWS and GCP infrastructure.
  • Provide advice and assist game teams to implement data-driven systems to be utilised for Machine Learning.
  • Demonstrate capability and high-quality work.
  • Maintain excellent file organisation and follow established processes.
  • Quickly disseminate and adopt new processes and methodology.
  • Work with and assist your peers to develop world class content, with a focus on innovation and creativity.
  • Question and seek information from peers.
  • Actively participate in creative meetings, contributing viable ideas.
  • Constructively contribute to team culture through positive attitude.
  • Articulate concepts and ideas in a clear and unambiguous way.
  • Draw upon personal experience to determine best approach for task completion with an emphasis on reducing cycles of iteration and churn.
  • Actively seek solutions to day-to-day production related queries.
  • Check own work for quality and accuracy.
  • Most importantly, help create awesome games!

About you

You’re the type of person who wishes to be part of a small, close-knit team of passionate creatives who work together to make valuable contributions to Halfbrick and the games we create.

You will also demonstrate the following:

  • Good understanding and knowledge of:
    • Data Science.
    • Machine Learning concepts.
    • Game metrics and KPIs.
    • Cloud services development and concepts.
    • AWS or GCP cloud services.
  • Good mathematical, analytical, and problem-solving skills.
  • Basic understanding of game systems and F2P monetisation concepts.
  • Knowledge of and experience with our games.
  • Original and creative ideas.
  • Great team spirit.
  • Hard-working.
  • Reliable.
  • Ability to get involved and contribute to all the awesome games we are working on.
  • Pride and responsibility in your work.
  • Modesty and respect when receiving and giving feedback.

Bonus Points

  • Previous experience with:
    • Machine Learning development.
    • Business Intelligence systems and ETL.
    • GCP and AWS.
  • Knowledge of big data systems at scale.

Application

The information you provide us in this application is used for our recruitment process only. If you are unsuccessful in your application, your information may be stored for future job opportunities. If you do not want this to be the case, please let us know.