Job Summary: We are interested in a variety of topics including big data management, self-service data cleaning and transformation at scale, data quality, search and discovery of structured data, information extraction, time-series and heterogenous data analytics, metadata management, applied AI, machine learning and data mining, data visualization, natural language processing and big data systems including systems' concerns such as: resource management, storage, caching, query processing, query optimization, security, and privacy. Key Responsibilities:
Investigate heterogenous data management techniques and polystore systems, including the application of AI & machine learning techniques to foundational data management problems including data quality, data profiling, data integration and schema matching.
Develop tools and frameworks to enable scalable development of machine learning models and data science algorithms across heterogenous data domains, including tabular, time series, text, audio and video.
Create distributed data processing architectures that leverage "compute at the edge to enable novel use cases and applications such as predictive routing, data-driven experiences, and adaptive environments.
Work with researchers to understand data-related opportunities in peer researchers' domains such as applied AI and machine learning in Audio / Video domains.
What You Need To Succeed:
Technical depth: Necessary technical knowledge to create new SW architecture needed for real time just in time processing for audio/video algorithms running on distributed fashion between cloud and edge devices. Basic knowledge on Audio/Video streaming formats.
Explore new technologies: Openness to learn new areas and innovate in the new areas.
Invent & Innovate: Develop short and long-term technologies, algorithms and software tools that will help make Dolby a world leader in enhancing the sight and sound associated with digital content consumption. Then influence and collaborate with BG partners put the technology into production.
Work with a sense of Urgency: Responds aggressively to changing trends and new technologies and creates new algorithms to capitalize on them. Takes appropriate risks to be ahead of the competition and the market.
Collaborate: Collaborate with and influence peers in developing industry-leading technologies. Work with external trendsetters and technology drivers in academia and in partner enterprises.
Desired Background:
PhD in Computer Science, or similar fields
Background in relational databases, big data systems, and data analytic systems
Expertise in data management, data cleaning, distributed systems, database storage engines, query processing and query optimization, and applied data science
Knowledge of statistics and machine learning
Proficiency in data structures and algorithms
Familiar with git and project management tools, such as JIRA
Excellent problem-solving and partnership skills
Excellent communication and presentation skills
Relevant publications in data mining / database conferences (e.g., SIGMOD, VLDB, ICDCS, IEEE BigData, ICDE, KDD, WSDM, ICDM, WEB)
Bonus: Experience with Databricks / Spark in addition to using multiple Cloud services' data products and services
Bonus: Experience with AI models and cloud-based software development of AI models
Numbers & Facts
Location
Sheridan, WY (Remote)
Salary
$140,000–$160,000 Per Year
Skills
Algorithmsunmatched
Artificial Intelligence (AI)unmatched
Atlassian JIRAunmatched
Audio Streamingunmatched
Audiovisualunmatched
Big Dataunmatched
Cachingunmatched
Cloud Computingunmatched
Communication Skillsunmatched
Computer Scienceunmatched
Conferencesunmatched
Data Analysisunmatched
Data Cleaningunmatched
Data Managementunmatched
Data Miningunmatched
Data Modelingunmatched
Data Processingunmatched
Data Profilingunmatched
Data Qualityunmatched
Data Scienceunmatched
Data Structuresunmatched
Data Visualizationunmatched
Distributed Computingunmatched
Distributed Databasesunmatched
Gitunmatched
IEEE (Institute of Electrical and Electronic Engineers)unmatched
Just in Time (JIT)unmatched
Machine Learningunmatched
Metadataunmatched
Natural Language Processing (NLP)unmatched
Presentation/Verbal Skillsunmatched
Privacy Controlsunmatched
Problem Solving Skillsunmatched
Project Management Softwareunmatched
Publicationsunmatched
Query Optimizationunmatched
Relational Databases (RDBMS)unmatched
Research Skillsunmatched
Resource Managementunmatched
Scalable System Developmentunmatched
Software Architectureunmatched
Software Developmentunmatched
Statisticsunmatched
Structured Dataunmatched
Systems Analysisunmatched
Technical Leadershipunmatched
Use Casesunmatched
VLDBunmatched
Video Data Formatsunmatched
Video Streamingunmatched
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