Senior Machine Learning/MLOps Developer
About the role
Who you are
- If you're looking for an exciting and challenging role, that helps app developers drive meaningful monetization, we’d love to hear from you!
- Proficient and strong knowledge in Python, Terraform, cloud platforms (GCP/AWS), Docker, K8, Kafka, Github Actions, serverless, and SQL
- Familiar with Numpy, Tensorflow, Pytorch, vector DB, neural networks, computer vision, LLM, RAG and general ML concepts
- Rich experience in building large-scale streaming ETL pipelines, API endpoints, and serverless apps
- Proficiency in data manipulation and analysis using tools like SQL, BigQuery, Pandas, and/or Spark, along with experience in data visualization and dashboarding
- Strong interpersonal and communication skills, with successful experience collaborating with distributed teams to deliver complex solutions
- Experience with distributed computing libraries such as Ray or Dask
- Experience in A/B testing and statistical analysis
- Experience with ML monitoring solutions (Prometheus, Grafana, etc) in a public cloud environment (GCP, AWS, Azure)
- 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
What the job involves
- We’re seeking a Senior Machine Learning Developer to join our Data Services and Moderation team within Unity Ads! In this role, you’ll focus on transforming ML workflows and ETL pipelines into scalable, production-ready systems that support ad moderation efforts
- You’ll collaborate with teams of data scientists, software developers, and product managers to design, develop, and deploy various deep learning and LLM/RAG solutions, and ensure their integration into our Unity Ads infrastructure
- Design, develop, and maintain cloud machine learning pipelines in production for real-time processing and batch processing
- Influence and craft the direction of a highly scalable machine learning pipeline
- Collaborate with data scientists to explore, design, and build pre/post-processing ETL pipelines
- Translate product requirements into a technical design and implement solutions using all resources available to you
- Build, monitor, and maintain CI/CD workflows for internal software/tools
About Unity
Unity (NYSE: U) is the world’s leading platform for creating and operating real-time 3D (RT3D) content. Creators, ranging from game developers to artists, architects, automotive designers, filmmakers, and others, use Unity to make their imaginations come to life. Unity is the foundation upon which the world’s most powerful digital content is created. Specifically, Unity’s platform provides a comprehensive set of software solutions to create, run and monetize interactive, real-time 2D and 3D content for mobile phones, tablets, PCs, consoles, and augmented and virtual reality devices. In the fourth quarter of 2021, Unity had, on average, 3.9 billion monthly active end users who consumed content created or operated with its solutions. The applications developed by these creators were downloaded, on average, five billion times per month in 2021. For more information, please visit www.unity.com.
Download Unity: http://unity3d.com/get-unity We're hiring! Visit our careers site: https://careers.unity.com For support, please email: support@unity3d.com
Check us out on our other social channels: Twitter: https://twitter.com/unity Facebook: https://www.facebook.com/unity3d/ Instagram: https://www.instagram.com/unitytechnologies/
Senior Machine Learning/MLOps Developer
About the role
Who you are
- If you're looking for an exciting and challenging role, that helps app developers drive meaningful monetization, we’d love to hear from you!
- Proficient and strong knowledge in Python, Terraform, cloud platforms (GCP/AWS), Docker, K8, Kafka, Github Actions, serverless, and SQL
- Familiar with Numpy, Tensorflow, Pytorch, vector DB, neural networks, computer vision, LLM, RAG and general ML concepts
- Rich experience in building large-scale streaming ETL pipelines, API endpoints, and serverless apps
- Proficiency in data manipulation and analysis using tools like SQL, BigQuery, Pandas, and/or Spark, along with experience in data visualization and dashboarding
- Strong interpersonal and communication skills, with successful experience collaborating with distributed teams to deliver complex solutions
- Experience with distributed computing libraries such as Ray or Dask
- Experience in A/B testing and statistical analysis
- Experience with ML monitoring solutions (Prometheus, Grafana, etc) in a public cloud environment (GCP, AWS, Azure)
- 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
What the job involves
- We’re seeking a Senior Machine Learning Developer to join our Data Services and Moderation team within Unity Ads! In this role, you’ll focus on transforming ML workflows and ETL pipelines into scalable, production-ready systems that support ad moderation efforts
- You’ll collaborate with teams of data scientists, software developers, and product managers to design, develop, and deploy various deep learning and LLM/RAG solutions, and ensure their integration into our Unity Ads infrastructure
- Design, develop, and maintain cloud machine learning pipelines in production for real-time processing and batch processing
- Influence and craft the direction of a highly scalable machine learning pipeline
- Collaborate with data scientists to explore, design, and build pre/post-processing ETL pipelines
- Translate product requirements into a technical design and implement solutions using all resources available to you
- Build, monitor, and maintain CI/CD workflows for internal software/tools
About Unity
Unity (NYSE: U) is the world’s leading platform for creating and operating real-time 3D (RT3D) content. Creators, ranging from game developers to artists, architects, automotive designers, filmmakers, and others, use Unity to make their imaginations come to life. Unity is the foundation upon which the world’s most powerful digital content is created. Specifically, Unity’s platform provides a comprehensive set of software solutions to create, run and monetize interactive, real-time 2D and 3D content for mobile phones, tablets, PCs, consoles, and augmented and virtual reality devices. In the fourth quarter of 2021, Unity had, on average, 3.9 billion monthly active end users who consumed content created or operated with its solutions. The applications developed by these creators were downloaded, on average, five billion times per month in 2021. For more information, please visit www.unity.com.
Download Unity: http://unity3d.com/get-unity We're hiring! Visit our careers site: https://careers.unity.com For support, please email: support@unity3d.com
Check us out on our other social channels: Twitter: https://twitter.com/unity Facebook: https://www.facebook.com/unity3d/ Instagram: https://www.instagram.com/unitytechnologies/