Senior Researcher - Big Data and Machine Learning Systems 
Adobe
San Jose
hace 1 día

Our Company

Changing the world through digital experiences is what Adobe’s all about. We give everyone from emerging artists to global brands everything they need to design and deliver exceptional digital experiences! We’re passionate about empowering people to create beautiful and powerful images, videos, and apps, and transform how companies interact with customers across every screen.

We’re on a mission to hire the very best and are committed to creating exceptional employee experiences where everyone is respected and has access to equal opportunity.

We realize that new ideas can come from everywhere in the organization, and we know the next big idea could be yours!

Adobe Research is looking to hire a Senior Research Scientist in the broad area of Big Data and Systems Research. We are specifically looking for established researchers who can amplify our ongoing research in Scalable Systems and AI Ops in our research lab in San Jose.

Responsibilities include working closely with researchers, engineers, user experience designers, and product managers to invent solutions to high impact systems problems, develop prototypes that showcase new research technologies, and to help integrate those technologies into Adobe’s products.

Other meaningful responsibilities include keeping up to date with the latest research advances and integrating these into our platform.

Our lab plays a key role in crafting next-generation applications and banner features in Adobe’s Creative, Document, and Experience Clouds.

Adobe Research blends ground breaking academic findings with industry impact. Our scientists are provided with the resources, support, and freedom to shape their ideas into innovative technologies and products.

They collaborate with colleagues at over fifty universities, often communicating their work at leading international conferences.

Many of our researchers’ discoveries are incorporated into Adobe’s products, building the company’s reputation as a pioneer in content and data intelligence.

Our lab has an excellent track record of impactful product features and an excellent publication record with dozens of papers at world-class Computer Science conferences and journals.

Some of our research topics include Real-time ML, Online Learning, Edge AI, Reinforcement Learning, Deep learning, Deep Reinforcement Learning, Representation Learning, Homeostatic & Self-Healing Systems, Systems for ML, Data Ingestion and Storage for Data Lakes, Video Editing and Delivery, Immersive Media, Causal Inference, and Counterfactual reasoning.

Adobe is one of the largest software companies in the world, and a market leader in three major areas : Creative Cloud, Document Cloud, and the Experience Cloud.

Collectively, the three clouds process several trillions of interactions with content and transactions every year, involving hundreds of petabytes of data.

This data offers researchers unparalleled opportunities for exploring web scale solutions for AI and ML.

What you’ll do

  • As a senior researcher, help drive the technical agenda in several critical areas, including developing the next generation of Systems for all Adobe Clouds, and solving challenges related to large scale data ingestion, system health, efficiency, redundancy, and cloud spend.
  • Responsible for providing technical leadership across multiple teams, by understanding the technical space deeply enough to help guide corporate and business strategy, or by providing innovations that fuel the growth of Adobe.
  • Be able to lead cross functional working groups or initiatives or provide consulting / advice to other departments or groups within the company.
  • Partner with the existing research teams at Adobe, including world class experts in AI / ML, computer vision, deep learning, NLP, graphics, and HCI.
  • Provide critical analysis of issues for continuous improvement of technology, process, and team productivity.
  • Act as an industry evangelist, internally and externally. Engage with the research community, including university faculty collaborations, intern recruiting and mentorship, and publishing and participation in premiere conferences.
  • Help attract world class talent to Adobe.

    What you need to succeed

  • PhD in Computer Science, EE, or an equivalent field and at least 3 years of experience in Systems Research
  • Prior experience working with product teams and delivering innovative research into products
  • Recognized by peers in industry, academia, or the research community
  • Recognized technical expertise includes but is not limited to publications, editorial and advisory boards, conference / symposium presentations, patents, professional peer recognition and strategically significant developments, innovations, or technical contributions
  • Demonstrated experience in mentoring and coaching interns, and junior technical contributors.
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