Senior Machine LearningMLOps Engineer
Senior Machine LearningMLOps Engineer
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1 Vacancy
Job Description
The opportunity
Were seeking a Senior Machine Learning Engineer to join our Data Services and Moderation team within Unity Ads! In this role youll focus on transforming ML workflows and ETL pipelines into scalable productionready systems that support ad moderation efforts. Youll 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. If youre looking for an exciting and challenging role that helps app developers drive meaningful monetization wed love to hear from you!
What youll be doing
- Design develop and maintain cloud machine learning pipelines in production for realtime 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/postprocessing 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.
What were looking for
- 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 largescale 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.
You might also have
- 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).
Additional information
- Relocation support is not available for this position
- 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 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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Required Experience:
Senior IC
Employment Type
Full Time
