Senior Machine Learning Engineer

May 17, 2024
Remote,
... Not specified
... Senior
Full time
... Office work

The opportunity

Become part of the team behind Safe Voice, Unity’s state-of-the-art Machine Learning solution for voice analysis!

The Safe Voice team builds and deploys systems as part of Unity’s Communication and Safety offerings, so that voice chat reports can be recorded and analysed with ML models to provide actionable insights to content moderation teams and gaming studios. The team’s mission is to make voice chat safer and more engaging for everyone.

As part of the continuous development of Safe Voice, we are looking for an experienced Machine Learning Engineer to help us bring Machine Learning technologies to production and shape the insights we provide to game developers in their communities.

You, under the supervision of the Lead Engineer, will be working closely with a distributed team made up of Full stack developers, Machine Learning engineers, Data Scientists and a Product manager to build new products and features

Safe Voice is seamlessly integrated with Vivox, the in-game voice solution powering the communication of 100M+ players across the gaming industry, from AAA studios to indie multiplayer game developers. Join us now for a chance to impact the gaming community on a global scale!

What you'll be doing

  • Translate product requirements into a technical design and implement solutions using all resources available to you, such as
  • Contribute to the evaluation loop of the product and provide actionable insights for product improvement, including designing and implementing experiments, repeatable processes or frameworks for benchmarking, curating datasets from internal data and with labelling methods (vendors, automated, feedback)
  • Collaborate with the Product Manager on competitive research tasks and provide technical insight on emerging technologies and techniques to keep the techstack up to date in this emerging field
  • Mentor team members and be a role model in the organisation
  • Collaborating across the organisation to deliver platform-level solutions, utilising your skills to figure out what to build and what to (re)-use

What we're looking for

  • University education or equivalent industry experience in Data Science, Computer Science or Engineering
  • Experience in translating complex product requirements with high ambiguity to business and product outcomes in a state-of-the-art dynamic environment
  • Strong knowledge of relevant machine learning frameworks (e.g. TensorFlow, PyTorch, Keras) and experience with deployment of ML models at scale
  • Strong knowledge of Python
  • Interest in staying up-to-date with the industry and identifying suitable ML solutions to solve business problems

You might also have

  • Experience with MLOps and deployment of models at scale
  • Audio processing and analysis
  • Experience with Natural language processing (NLP), Deep Learning or LLM

Additional information

  • Relocation support is not available for this position
  • International relocation support is not available for this position
  • Work visa/immigration sponsorship is not available for this position

Life at Unity

Unity [NYSE: U] is the world's leading platform of tools for creators to build and grow real-time games, apps, and experiences across multiple platforms. Creators, ranging from game developers to artists, architects, automotive designers, infrastructure experts, filmmakers, and more, use Unity to bring their imaginations to life across multiple platforms, from mobile, PC, and console, to spatial computing.

As of the fourth quarter of 2023, more than 69% of the top 1,000 mobile games are made with Unity as derived from a blended number of the top 1,000 games in the Google Play Store and iOS App Store. In 2023, Made with Unity applications had an average of 3.7 billion downloads per month. For more information, please visit www.unity.com.

Unity is a proud equal opportunity employer. We are committed to fostering an inclusive, innovative environment and celebrate our employees across 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. Our differences are strengths that enable us to support the growing and evolving needs of our customers, partners, and collaborators. If there are preparations or accommodations we can make to help ensure you have a comfortable and positive interview experience, please fill out this form to let us know.

This position requires the incumbent to have a sufficient knowledge of English to have professional verbal and written exchanges in this language since the performance of the duties related to this position requires frequent and regular communication with colleagues and partners located worldwide and whose common language is English. 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.

Your privacy is important to us. Please take a moment to review our Prospect and Applicant Privacy Policies. Should you have any concerns about your privacy, please contact us at DPO@unity.com.

#LI-JG1 #SEN

COMPANY JOBS
253 available jobs
WEBSITE