Senior ML Infrastructure Engineer
Senior ML Infrastructure Engineer
Employer Active
Job Alert
You will be updated with latest job alerts via email
Share
Job Alert
You will be updated with latest job alerts via email
Job Description
The opportunity
The Data & ML Platform team at Unity manages a comprehensive range of data and machine learning systems and tools covering every stage of the lifecyclefrom data ingestion and storage to processing feature generation machine learning model training deployment and serving. Our work facilitates diverse applications such as simulations gaming experiences and improved game monetization. We empower other Unity teams to create exceptional tools and services for our users.
Were seeking a talented Senior Data and ML Infrastructure Engineer to join our team. In this role you will collaborate with engineers product specialists and data experts to research prototype and develop worldclass applications services and pipelines leveraging over 60 billion daily data events.
What youll be doing
- Design and optimize largescale data platforms and machine learning infrastructure systems for efficiency reliability and costeffectiveness.
- Lead improvements in infrastructure tooling by researching prototyping and implementing solutions that enhance operational excellence and development agility.
- Implement nextgeneration ML Ops capabilities in our model training deployment and serving pipelines.
- Champion infrastructure optimization projects across the company driving significant cost savings while maintaining or improving service performance.
- Engage in oncall rotations utilizing your deep understanding of infrastructure to identify and resolve complex issues quickly minimize impact and prevent future occurrences through automation and system enhancement.
What were looking for
- Experience in infrastructure and backend engineering with a track record of building robust distributed systems.
- Daily handson experience with model training deployment experimentation and serving tools for machine learning.
- Deep understanding of cloud infrastructure using GCP AWS or Azure and proficiency in either Go Java or Python.
- Experience with the latest data and machine learning technologies such as Googles Vertex AI Ray and SageMaker.
- Experience in building Kubernetes infrastructure stacks experience from either the ML or Data domain and its associated technologies is advantageous.
You might also have
- An inittogether mentality that appreciates engineering as a collective effort.
- Handson experience with tools such as Vertex AI Protobuf Kafka Flink BigQuery Druid Feast Kubeflow Ray or KServe.
- Experience with Terraform ArgoCD GitHub Actions and similar tools used for CI/CD.
Additional information
- Relocation support is not available for this position.
- International relocation support is not available for this position.
- Work visa/immigration sponsorship is 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 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 outthis formto 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 website 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.
Your privacy is important to us. Please take a moment to review ourProspectandApplicantPrivacy Policies. Should you have any concerns about your privacy please contact us at.
#LISP3 #SEN
Required Experience:
Senior IC
Employment Type
Full Time
