Senior Manager, Data Engineering
Unity
05.07.2024
ABD
Tam Zamanlı
İş Yerinde
Deneyim: 6-10 Yıl
İlan Açıklaması
Role Description
The Opportunity
We are looking for an experienced Sr. Manager, Data Engineering with a strong background in machine learning and a proven track record in the AdTech sector. The ideal candidate will lead our data engineering efforts, focusing on developing and optimizing our data pipelines for machine learning models to enhance our advertising technology solutions. You will lead the team effort in driving our data strategy, to enable the next generations of Machine Learning models to drive our Ad Business.
What you’ll be doing:
- Lead the design, implementation, and continuous improvement of data pipeline for machine learning that drive our AdTech platform.
- Collaborate with cross-functional teams to understand business needs and translate them into complex data models and algorithms.
- Manage the collection, storage, and processing of large-scale data sets to ensure they are optimized for machine learning.
- Develop and maintain a scalable and reliable data infrastructure that supports real-time and batch data processing.
- Stay abreast of industry trends and advancements in AdTech and machine learning to identify and implement best practices.
- Mentor senior data engineers and scientists, fostering a culture of technical excellence and innovation.
- Ensure data privacy and compliance standards are met in all data engineering and machine learning initiatives.
What we’re looking for:
- Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or a related field.
- Minimum of 7 years of experience in data engineering with a focus on machine learning models, preferably in the AdTech industry.
- Team management experience
- Proficient in programming languages such as Python, Scala, or Java.
- Extensive experience with big data technologies (e.g., Flink, Spark) and cloud platforms (e.g., GCP preferred, AWS).
- Strong knowledge of machine learning frameworks (e.g., TensorFlow, PyTorch) and experience with deployment of ML models at scale.
- Demonstrated ability to lead projects and collaborate effectively with cross-functional teams.
- Excellent problem-solving skills and ability to work in a fast-paced, dynamic environment.
Beceriler
Şirket Hakkında
Unity Hakkında
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.
