Company Name: Adobe
Job Title: Computer Scientist – Applied Machine Learning
Experience: 4+ years
Requisition ID: 46834
How do you rank a design aesthetically?
How do you auto generate layout for multiple screen sizes?
How do you extract layout from an image or a sketch?
How do you generate interesting variations of a graphic design?
A smart-assist which can suggest best colors, fonts, etc based on content and target audience?
A helper-bot which can converse with user to provide hints on what to do next to finish/polish a design?
A designer-bot which can convert a creative brief into a starter design?
What you need to succeed
Bachelors/Masters/Ph.D in Computer Science or a related field. Ph.D in machine learning related topic highly desirable.
Excellent grasp over basics in machine learning and related mathematics/statistics concepts.
Strong ML technical skills. Experience in using at least one of the popular or equivalent deep learning frameworks such as Tensorflow, Torch, CNTK, DSSTNE, Caffe, Neon or scikit learn.
Proficiency in one statically typed language (C++, etc.) and one scripting language (Python, etc.).
Exposure to mathematical programming libraries (R, Matlab, etc.).
4+ years of software development experience preferably in a product company or a research lab. Fresh Ph.D in machine learning related areas are welcome.
Excellent problem solving and troubleshooting skills
Adobe is the global leader in digital marketing and digital media solutions. Our tools and services allow our customers to create groundbreaking digital content, deploy it across media and devices, measure and optimize it over time, and achieve greater business success. We help our customers make, manage, measure, and monetize their content across every channel and screen.
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