Senior Big Data ML Engineer
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Job Description
The opportunity
Aura from Unity a cuttingedge largescale mobile platform is seeking a highly skilled and experienced Senior Machine Learning Engineer to join our dynamic AI team. The ideal candidate will have a strong background in machine learning data engineering and software engineering and will be responsible for leading the design development and deployment of cuttingedge machine learning pipelines and systems.
What youll be doing
- System Design and Architecture: Develop and maintain robust scalable and efficient ML pipelines including data collection preprocess and analyze large datasets to facilitate model training evaluation and monitoring.
- Research and Innovation: Stay current with the latest advancements in machine learning and AI and apply innovative techniques to improve model performance and application.
- Mentorship and Leadership: Provide technical guidance and mentorship to junior engineers and data scientists and lead project teams to successful completion.
- CrossFunctional Collaboration: Work closely with data scientists software engineers architects and product managers to integrate machine learning solutions into production systems.
What were looking for
- Proficiency in programming languages such as Python or Java/Scala and experience with ML frameworks such as TensorFlow PyTorch and ScikitLearn.
- Hands on experience in streaming technologies (Kafka Kinesis SQS)
- Expert in big data processing frameworks such as Apache Spark Trino Ray Dask.
- Data Lake management knowledge: table formats (Iceberg Delta). Datawarehouses (Redshift Big Query Snowflake)
- MLOps systems Model registry Experiment Tracking (MLFlow W&B) Feature Store management (Feast Tecton) Workflow management (Kubeflow Airflow) Serving platform (Seldon Core KServe Ray Serve Sagemaker).
- Knowledge of microservices architecture and eventdriven design.
You might also have
- Proficiency with cloud platforms such as AWS Google Cloud Platform or Azure and experience with containerization technologies like Docker and Kubernetes.
- Understanding of statistical modeling machine learning algorithms data structures and data analysis techniques.
Additional information
- Relocation support is not available for this position.
- Work visa/immigration sponsorship 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 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 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
