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Applied Scientist II

External
thetradedesk logoThetradedesk · Irvine
Full-timeOn-site1mo ago
AgileLeadershipMachine Learning
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Responsibilities

  • Some of the work that you will be doing to help us deliver on our mission is:
  • Make significant, self-directed contributions to components of large and impactful data-focused projects. You will think beyond just the task at hand to deeply understand the 'why' behind what you are doing.
  • Work with data from the open internet that is at large scale-think of tens of millions of transactions per second.
  • Utilize your strong sense of data intuition. At our scale, many off-the-shelf modeling techniques (open source and enterprise) simply don't work. You will work from first principles and intuition to develop solutions and adapt them to a unique environment.
  • Leverage your broad familiarity with basic concepts in probability and statistics, along with exposure to basic foundations of computer science, graph mining, and machine learning.
  • Think creatively, not bound by "the way things have always been done."
  • You will have the opportunity, based on your interests and background, to work on problems related to graph mining and graph merging; algorithmic optimization on petabytes of data; and theoretical information approaches for best-subset selection problems .
  • We are a global team with different backgrounds, experiences, and perspectives. To complement this team, you will welcome ideas that are different from your own and be well-versed in building from common ground to value, seek out, and foster invisible and visible dimensions of diversity.

Requirements

  • You have an abundance of curiosity and are eager to learn (and teach) new technologies / techniques.
  • You are comfortable working on an agile

Benefits

Vision insurance

Additional Information

The Trade Desk is a global technology company and the world's leading independent platform for digital advertising, with nearly 4,000 employees across more than 30 offices. Our technology helps advertisers reach the right audiences across the open internet - from streaming TV and podcasts to mobile apps, news, and more. Advertising powers the content people love. By making it more transparent, effective, and responsible, we help support trusted journalism, quality entertainment, and creators worldwide. The world's brands and agencies rely on us to reach their customers and grow their businesses responsibly. The scale of our platform brings unique technical challenges - from processing massive datasets in real time to building systems that operate reliably on a global scale. When you work here, your impact is worldwide. We welcome diverse perspectives, encourage curiosity, and build teams that learn from one another. If you're driven to solve meaningful challenges, we'd love to meet you. What we do Our Identity products power intelligent ad buying on TTD. Our Applied Scientists in the Identity team are end-to-end owners of TTD's identity products . This end-to-end ownership gives the opportunity to participate in designing, researching, building, and delivering data-focused and high-impact products for our stakeholders. These products are based on large-scale data that are in the order of tens of millions of queries per second. Working with such large-scale data requires our applied scientists to be at the cutting edge of both the data processing frameworks as well as scalable algorithms. O ur A pplied S cientists also serve as an ambassador to our business partners to champion and evolve our identity products as the identity landscape of the open internet changes . They understand the business requirements and current design choices ; they communicate effectively with business partners on opportunities and challenges ; and they are strategic partners in creating the next generation of identity products. Applied Scientists contribute to more than our product - they build up our team. We are a team built on a foundation of generosity and openness, and we expect our Applied Scientists to help make others better and raise the bar for those around them .


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