Engineer II, SW - Bengaluru/Bangalore - Harman @ HARMAN

About this Role:

The Machine Learning Senior SW Engineer will be responsible for the development for

What You Will Do:

? Work of state of the art neural network models for computer vision perception within ADAS portfolio (e-mirror, surround view, in-cabin monitoring, augmented reality)

? Work with big car data from a multitude of sensors

? Select statistical, machine learning and artificial intelligence algorithms to solve filtering, clustering and classification problems.

? Handle large-scale data sets and organization of relevant data

? Working closely with other senior machine learning researchers and engineers in autonomy

? As part of a matrix organization work with engineers, designers, testers and managers as needed to help integrate, evaluate and productize your solutions

? When needed, you will work with architects, engineers, designers, testers and managers in multiple locations as needed to help integrate and productize the solution

? Perform code reviews and other activities to ensure high-quality results

? Elicitate, analysis, write and adapt software requirements

Supervisory Responsibilities:

? No formal role, but expected to be a peer mentor to others in the group

What You Need:

? Bachelors Degree or higher in Mathematics, Computer Science or related field combined with software engineering and data science experience

? 3+ Years working in SW Engineering roles

? 2 yearsexperience working in the field of machine learning for computer vision

? Hands-on experience in applied Machine Learning along with deep learning experience with frameworks such as tensorflow lite, Theano, keras or caffee

? Proficient in one or more relevant programming languages: c++, Python, C

? Enterprise level documentation skills

? Experience in software development for real-time embedded software with C or/and C++

? Basic ASPICE/SOTIF knowledge

? Experience with requirement management tools e.g. Doors, Polarion

? Ability to make team level decisions with little guidance

What is Nice to Have

? Experience in ADAS feature development and verification

? Hands-on experience with CNNs, 3D CNNs, multi-task mobilnets

? Understanding of statistics with the usage of the programming language R

? Advanced knowledge of big data technologies such as Hadoop, Spark, Mahout, ELK

? Background in Human Factors and globally distributed teams

? Strong analytical skills together with high self-learning capabilities

? Worked on ADAS projects feature development (CMS, DMS, SV, ARP)

? Flexibility and creativity in solution design including leveraging emerging technologies

? Proven test management know-how (ISTQB Certified Tester Advanced Level - Test Manager or similar)

? Knowledge of software testing standards (IEEE / ISTQB)

? Knowledge and experience with ASPICE and automotive use cases and requirements

? knowledge of modern Software Engineering

? Advanced knowledge of Java and proven hands-on experience

? Android development experience

What Makes You Eligible

? Be willing to travel up to 10%, including domestic and international travel.