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Machine Learning Engineer
3 years ago
The Unity Monetization team in Helsinki builds advertising and personalized content delivery solutions used in hundreds of thousands of apps. Every day, we deliver content to hundreds of millions of users and process terabytes of data. In Helsinki, we develop cutting edge deep learning products that make millions of predictions each and every second to optimize the effectiveness and profitability of user acquisition advertising campaigns.
Now we are looking for a Machine Learning Engineer to join our growing team! You will take ownership of our machine learning pipelines and ensure their smooth operation. You will also participate in prototyping and productionizing new machine learning solutions at scale. Unity’s vast game monetization ecosystem provides you with unique opportunities to make a great impact.
Responsibilities
- Productize and improve machine learning pipelines that help game developers find the right audiences for their games
- Implement automated ETL and tooling used by data scientists to develop and run models and analyze AB test results
- Support and drive adoption of software engineering practices within a data science team
- Collaborate with data scientists and machine learning engineers to build and ship new machine learning solutions serving 2 billion unique devices monthly
Requirements
- Experience in designing, implementing, and deploying production machine learning pipelines
- Strong coding skills in Python, Java, or similar general-purpose languages
- Familiarity with engineering principles around testing, code review, and deployment
- Knowledge of deep learning models
- Pragmatic mindset and ability to evolve ideas into practical implementations
Bonus Points
- Experience with cloud platforms like GCP or AWS
- Experience with TensorFlow and TFX
- Experience with Spark or BigQuery
- Experience with Kubeflow or MLFlow
- Familiarity with Kubernetes
Who We Are
Unity is the creator of the world’s leading real-time 3D development platform, giving users the most powerful and accessible tools to create, operate, and monetize experiences for the real-time world. Unity empowers anyone, regardless of skill level and industry, to create 3D visual content using world-class technology, operate using resources that maximize ease-of-use, and monetize, so that they can find success with their creations.
The company’s 1,000 person development team keeps Unity at the forefront of development by working alongside partners such as Google, Oculus, Autodesk, Microsoft and many more, to ensure optimized support for the latest releases and platforms. Made with Unity experiences reach nearly 3 billion devices worldwide and have been installed more than 34 billion times in the last 12 months. For more information, please visit www.unity.com.
Unity is an equal opportunity employer committed to fostering an inclusive, innovative environment with the best employees. Therefore, we provide employment opportunities without regard to age, race, color, ancestry, national origin, religion, disability, sex, gender identity or expression, sexual orientation, or any other protected status in accordance with applicable law. If there are preparations we can make to help ensure you have a comfortable and positive interview experience, please let us know.
Headhunters and recruitment agencies may not submit resumes/CVs through this website or directly to managers. Unity does not accept unsolicited headhunter and agency resumes. Unity will not pay fees to any third-party agency or company that does not have a signed agreement with Unity.
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