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MD

Senior Data Researcher

Macpower Digital Assets Edge Private Limited
🇺🇸 United States
Remote
Senior
5 days ago
$140,000 – $160,000 / year
  • Machine Learning
  • Data Visualization
  • Natural Language Processing
  • AI
  • Git
  • Jira
  • Databricks
5 days ago
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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

Senior Data Researcher · Macpower Digital Assets Edge Private Limited

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