Staff Machine Learning Developer
Staff Machine Learning Developer
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Job Description
The opportunity
At Unity were committed to building a culture grounded in Empathy Respect and Opportunity. Within our fast-paced and collaborative environment were tackling complex challenges that drive meaningful impact for creators and users across our ecosystem. Our Ads Applied Research team plays a crucial role in shaping the future of Unitys monetization products through cutting-edge Machine Learning and optimization strategies.
We are seeking a Staff Machine Learning Developer to make significant contributions to the next-generation of ML systems for Unity Ads. In this role you will focus on building the next-generation ML platform that powers our high-scale ad-tech models from training to inference. You will be deeply involved in the design development and deployment of ML models and the underlying platform collaborating closely with product engineering and research teams to advance our ML capabilities.
What youll be doing
- Design develop and deploy scalable production-grade ML systems and the platform components that support them to optimize ad delivery bidding strategies and user engagement.
- Contribute significantly to the technical roadmap and design of our ML platform focusing on solutions for training and inference of high-scale ad-tech models.
- Translate state-of-the-art research into practical scalable solutions for our ML platform and models ensuring Unity remains at the forefront of ML performance and innovation in the ad tech space.
- Partner cross-functionally with data science product and engineering teams to align ML platform capabilities and model development with strategic business goals.
- Collaborate on defining and refining requirements for data infrastructure MLOps tooling and processes to support advanced ML initiatives and the ML platform.
- Promote and implement best practices for model development testing deployment monitoring and overall MLOps within the new platform.
- Specifically focus on building and enhancing the ML platform capabilities for training versioning deploying and serving high-scale ad-tech models leveraging technologies such as Golang for performance-critical services and NVIDIA Triton Inference Server for optimized model serving.
What were looking for
- Background in Computer Science Machine Learning Statistics or a related field.
- Extensive hands-on experience designing deploying and maintaining ML systems at scale including managing cloud infrastructure on GCP and orchestrating workloads with Kubernetes.
- Strong track of record building ML platforms and infrastructure including MLOps best practices from data pipelines and model training workflows to serving and observability with hands-on experience using tools like NVIDIA Triton Inference Server.
- Expertise in Python and familiarity with production-grade ML frameworks (such as PyTorch or TensorFlow) as well as modern ML architectures (transformer-based models embeddings retrieval-augmented pipelines).
- Familiarity with robust MLOps practices data pipelines and cloud ML deployment including model serving and monitoring.
- Excellent communication and collaboration skills with an ability to articulate technical concepts to both technical and non-technical audiences.
You might also have
- Experience with Golang for building high-performance ML systems/infrastructure.
- A forward-thinking mindset always seeking opportunities to innovate and improve processes.
- A passion for mentoring and supporting teammates fostering a culture of collaboration and shared success.
- Experience in ad tech or other performance-critical domains like recommender systems or real-time personalization.
Additional information
- International relocation support is not available for this position.
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 you have a disability that means 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.
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Required Experience:
Staff IC
Employment Type
Full-Time
