Description
Our company
At Adobe, we create digital experiences that change the world. How? We help people bring ideas to life by creating content that makes life more fun and work more impactful. We give businesses and organizations the power to truly engage their customers. We're the ones behind the gorgeously designed content that streams across your laptop, TV, phone, and tablet every day—and we’re the ones who harness the massive power of big data and Artificial Intelligence to help companies find and reach the people who crave that content.
We do it with energy, passion, and curiosity, and we’re backed by our rich heritage and culture of innovation. We’re looking for exceptional talent to join us.
The challenge
Adobe is looking for a research scientist to investigate and prototype next generation experiences for our customers utilizing Internet of Things (IoT), sensors, cameras, mobile devices and physical designs. You’ll be leveraging your strong computer science and computer systems background along with physics, signal processing, machine learning, artificial intelligence, and especially deep learning techniques. As a Research Data Scientist, you will research and develop conceptual and practical models for real-world physical environment layouts along with novel algorithms and modeling techniques to advance the start of art of understanding customer experience, sensing of actions, understanding customer intent, inventory placement, physical layouts, to experience personalization and business optimization. You will leverage Adobe’s unique data sources and customer relationships which include not only content (such as images, videos, texts), but also how the customers interacting with those contents (such as media touches, click streams, customer responses, conversions) from various verticals (retailer, financial services, healthcare and etc.) in both B2B and B2C contexts.
What you’ll do
Identify research opportunities and define the problems through collaboration with customer account management, product management, engineering, and data science groups.
Perform research, build prototypes/demos, write research papers/reports, submit patents, present research results.
Collaborate with product management, engineering, and data science groups to transfer the research outcomes to products and professional services teams so that customers will be impacted by your inventions.
Required Qualifications
PhD in Computer Science, Electrical Engineering or relevant majors with research specialization in IoT, experience design, HCI, artificial intelligence, machine learning, computer vision, or natural language processing.
Proficient in one or more programming languages such as Python, R, Java, Scala and C/C++
Familiar with one or more deep learning frameworks, such as Spark, Tensorflow, Keras, Caffe, Torch.
Strong analytical and quantitative problem-solving ability.
Demonstrated track record of innovation and creativity in the IoT and Machine Learning domains
Excellent communication, relationship skills and a strong team player.
Preferred Qualifications
Extensive experience of applying deep learning techniques to computer vision and IoT sensor networks is strongly preferred.
Experience of working with very large data sets.
Strong publication records in relevant areas
At Adobe, you will be immersed in an exceptional work environment that is recognized throughout the world on Best Companies lists. You will also be surrounded by colleagues who are committed to helping each other grow through our unique Check-In approach where ongoing feedback flows freely.
If you’re looking to make an impact, Adobe's the place for you. Discover what our employees are saying about their career experiences on the Adobe Life blog and explore the meaningful benefits we offer.
Adobe is an equal opportunity employer. We welcome and encourage diversity in the workplace regardless of race, gender, religion, age, sexual orientation, gender identity, disability or veteran status.
At Adobe, you will be immersed in an exceptional work environment that is recognized throughout the world on Best Companies lists. You will also be surrounded by colleagues who are committed to helping each other grow through our unique Check-In approach where ongoing feedback flows freely.
If you’re looking to make an impact, Adobe's the place for you. Discover what our employees are saying about their career experiences on the Adobe Life blog and explore the meaningful benefits we offer.
Adobe is an equal opportunity employer. We welcome and encourage diversity in the workplace regardless of race, gender, religion, age, sexual orientation, gender identity, disability or veteran status.