Principal Machine Learning Engineer, Unity
$239.1-323.4k
Game development platform
Open for applications
Game development platform
1001+ employees
Open for applications
$239.1-323.4k
1001+ employees
Company mission
Democratize game development and enable everyone to create rich interactive content.
Role
Who you are
- Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or a related field
- Minimum of 7 years of experience in data engineering with a focus on machine learning models, preferably in the AdTech industry
- Proficient in programming languages such as Python, Scala, or Java
- Extensive experience with big data technologies (e.g., Flink, Spark) and cloud platforms (e.g., GCP preferred, AWS)
- Strong knowledge of machine learning frameworks (e.g., TensorFlow, PyTorch) and experience with deployment of ML models at scale
- Demonstrated ability to lead projects and collaborate effectively with cross-functional teams
- Excellent problem-solving skills and ability to work in a fast-paced, dynamic environment
What the job involves
- We are looking for an experienced Principal Machine Learning Engineer with a strong background in machine learning and a proven track record in the AdTech sector
- The ideal candidate will lead our data engineering efforts, focusing on developing and optimizing our data pipelines for machine learning models to enhance our advertising technology solutions
- You will lead the effort in driving our data strategy, to enable the next generations of Machine Learning models to drive our Ad Business
- Lead the design, implementation, and continuous improvement of data pipeline for machine learning that drive our AdTech platform
- Collaborate with cross-functional teams to understand business needs and translate them into complex data models and algorithms
- Manage the collection, storage, and processing of large-scale data sets to ensure they are optimized for machine learning
- Develop and maintain a scalable and reliable data infrastructure that supports real-time and batch data processing
- Stay abreast of industry trends and advancements in AdTech and machine learning to identify and implement best practices
- Mentor senior data engineers and scientists, fostering a culture of technical excellence and innovation
- Ensure data privacy and compliance standards are met in all data engineering and machine learning initiatives
Our take
Unity Technologies is one of the world's leading game engines. The platform helps artists and developers in gaming to render 3D worlds in real time.
In recent years Unity has expanded its scope by bringing its technology to new industries, including car companies, and film and TV studios who are using Unity to manage production virtually. Having completed an IPO in 2020, Unity’s capabilities are also being used by companies such as Apple and Android to create better AR experiences.
In 2021, 72% of the top 1000 mobile games and 50% of games across mobile, PC and console were made with Unity. The company operates on over 20 different platforms and is active in 190+ countries and territories across the world and continues to develop its technologies and capabilities.
Freddie
Company Specialist at Welcome to the Jungle
Insights
Few candidates hear
back within 2 weeks
4% employee growth in 12 months
Company
Funding (last 2 of 7 rounds)
May 2019
$125m
SERIES E
Jun 2018
$145m
SERIES D
Total funding: $893.5m
Company values
- Users first: We put users first… they are rock stars and we are their biggest fans. Our shared dedication to users holds us together, defines and aligns our work and drives us to deliver for them
- Best ideas win: We believe great ideas can come from anywhere. We have vigorous debates, we listen and learn, and we make sure the best ideas win. We care enough to go through the pain of messy conversations.
- In it together: We are Citizens of Unity. We act like owners. We’re activists; we have a voice and use it. We’re direct and candid, with good intent. We respect each other’s uniqueness and we’re in it together.
- Go bold: We do bold things. We go big and when we fail, we learn, get better and go big again. We challenge and elevate each other beyond our limits to do what may seem impossible. We stay curious and hungry
Company HQ
Yerba Buena, San Francisco, CA
Articles
Leadership
John Riccitiello
(President & CEO)Previously served as CEO, COO and president of Electronic Arts, and co-founded private equity firm Elevation Partners in 2004. Has served on several company boards.
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