Software Engineer - Embedded Deep Learning Quantization
MathWorks is an industry leader in design automation tools for developing embedded system software. In embedded systems, the need to deploy Deep Learning and Machine Learning algorithms is exploding. These deployments demand optimal balance between high computation performance and limited power source on hardware. Your job is to develop solutions that can achieve the optimal match of the machine learning models to the deployment capabilities in MathWorks design automation products.
MATLAB and Simulink provide ideal toolchains for applying Model-Based Design techniques to solve problems in Artificial Intelligence domain. Transforming those innovative ideas in to a form that allows efficient implementation on an embedded device is challenging. Your role is to develop new features that automate this transformation, providing simulation and deployment capabilities. Your challenge is to deliver maximum user productivity and outstanding ease of use.
Have hands on in all phases of software development, including user requirements, functional design, implementation, testing, and design validation. Be passionate about increasing productivity and bringing quality features to market at fast pace.
Work out of the Bangalore office and collaborate closely with development teams in Natick, MA, USA office. Coordinate work with cross-functional team members in engineering, quality engineering, user experience, and documentation.
Develop a strong understanding of the needs of MathWorks customers for embedded design automation. Be an innovator that drives the next generation of design automation for embedded deployment of machine learning models.
- A bachelor's degree and 5 years of professional work experience (or a master's degree, or equivalent experience) is required.
Experience as an individual contributor to cross-disciplinary teams designing, developing, and testing
Strong skills in Object-Oriented programming and software architecture
Experience with planning projects and meeting delivery deadlines
Great team player who can influence cross-functional teams across organizational boundaries
Knowledge in one or more areas of machine learning, deep learning, statistics or optimization.
It’s the chance to collaborate with bright, passionate people. It’s contributing to software products that make a difference in the world. And it’s being part of a company with an incredible commitment to doing the right thing – for each individual, our customers, and the local community.
MathWorks develops MATLAB and Simulink, the leading technical computing software used by engineers and scientists. The company employs 5000 people in 16 countries, with headquarters in Natick, Massachusetts, U.S.A. MathWorks is privately held and has been profitable every year since its founding in 1984.
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