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Senior Machine Learning Engineer

Published date more than one year ago
Posted: more than one year ago
Company Unity Technologies
Company: Unity Technologies
Location Helsinki
Location: Helsinki

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 Senior Machine Learning Engineer to join our growing team! You will take the ownership of our large-scale machine learning pipelines and scale it even further. You will also prototype and productionize new machine learning solutions at scale. Unity’s vast game monetization ecosystem provides you unique opportunities to make a great impact.

Responsibilities

  • Contribute to designing, building, and shipping highly scalable machine learning pipelines 
  • Optimize deep learning models to improve serving-time performance and scalability
  • Ensure quality by applying unit, acceptance, and end-to-end tests
  • Prototype and productionize new solutions at scale 
  • Collaborate closely with other data scientists, engineers, and product managers

Requirements 

  • Experience in designing, implementing, and deploying production machine learning systems
  • Strong coding skills in Python, Java, or similar general-purpose languages
  • Familiar with engineering principles around testing, code review, and deployment
  • Good understanding of deep learning models
  • Experience in implementing scalable data pipelines
  • Experience with Kubernetes
  • 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

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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