Dolby is seeking innovative researchers in database systems and big data management to help advance technologies that benefit both Dolby and society by creating extraordinary, previously unimaginable experiences through data.
Requirements
- Strong understanding of software architecture for real-time, distributed processing of audio/video algorithms across cloud and edge devices.
- Basic familiarity with audio/video streaming formats.
- Expertise in relational databases, big data systems, and data analytics.
- Deep knowledge of data management, distributed systems, query optimization, and applied data science.
- Proficiency in statistics, machine learning, and foundational data structures/algorithms.
- Experience with tools like Databricks, Spark, or cloud-based data services.
- Familiarity with AI model development and deployment in cloud environments.
Responsibilities
- Develop cutting-edge data platforms, services, and analytics tools for large-scale cloud and edge computing environments.
- Advance methods for extracting insights from diverse data sources in innovative, impactful ways.
- Research polystore systems and apply AI/ML techniques to tackle foundational challenges like data quality, profiling, integration, and schema matching.
- Build frameworks for creating machine learning models and data science algorithms across multiple domains, including tabular data, time-series, text, audio, and video.
- Design distributed systems leveraging edge computing to enable use cases such as predictive routing, adaptive environments, and data-driven experiences.
- Work with Dolby’s Advanced Technology Group (ATG) researchers to address data-centric challenges in AI/ML for audio and video applications.
Other
- Curiosity & Innovation: Eagerness to explore emerging technologies and create new solutions.
- Inventiveness: Ability to develop groundbreaking algorithms, tools, and technologies that position Dolby as a leader in enhancing digital sight and sound experiences.
- Adaptability: Quickly respond to trends and technological shifts, ensuring Dolby maintains a competitive edge.
- Collaboration: Engage with peers, academia, and industry leaders to drive innovation.
- Strong problem-solving, communication, and presentation skills.
