Machine Learning Engineer
Machine Learning Engineer
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1 Vacancy
Job Description
The opportunity
Join our Ad Tech team as a dedicated and forwardthinking Machine Learning Engineer where you will help shape the future of digital advertising. This role is perfect for someone who has recently completed their PhD and is eager to apply groundbreaking research to largescale realworld systems. You will participate in transformative projects that not only enhance advertiser performance and user experiences but also power billions of ad impressions. This position goes beyond traditional engineering by requiring you to bring deep scientific expertise and translate it into practical scalable solutions across our advertising platform.
What youll be doing
- Design build and deploy machine learning models for ad ranking targeting bidding and attribution.
- Develop solutions for both batch and realtime systems to positively influence important metrics like clickthrough rate return on investment revenue and user engagement.
- Collaborate with multifunctional teams including product managers applied scientists and backend engineers.
- Translate cuttingedge research into productionready solutions using scalable infrastructure and implementing best practices.
- Analyze model performance conduct A/B testing and refine approaches based on the results.
What were looking for
- Background in machine learning optimization statistics or reinforcement learning.
- Proficiency in Python or similar programming languages and familiarity with ML frameworks like TensorFlow or PyTorch.
- Solid software engineering skills and experience in productiongrade systems.
- Strong analytical abilities with experience in experimentation and making datadriven decisions.
- Effective written/verbal communication to engage technical and nontechnical audiences.
You might also have
- Experience in advertising systems recommendation engines or largescale prediction systems.
- Familiarity with ad auctions user modeling causal inference or performance optimization strategies.
- Experience with largescale data processing tools such as Spark Kafka or Airflow.
Life at Unity
Unity NYSE: U is the leading platform to create and grow games and interactive experiences. 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 third quarter of 2024 more than 70% of the top 1000 mobile games were made with Unity and in 2024 Made with Unity applications had an average of 3.7 billion downloads per month. For more information please visit Unity.
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.
Pursuant to the San Francisco Fair Chance Ordinance we will consider for employment qualified applicants with arrest and conviction records.
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 Web site or directly to managers. Unity does not accept unsolicited headhunter and agency resumes. Unity will not pay fees to any thirdparty agency or company that does not have a signed agreement with Unity.
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Employment Type
Full Time
