Senior Staff Engineer Machine Learning
- Bangalore, Karnataka
- Permanent
- Full-time
In your new role you will:
- Primary responsibilities include R&D on Machine Learning approaches to problems in the EDA (Electronic Design Automation) to improve the Infineon internal R&D process.
- It involves advancing the state-of-the-art ML applications & platform to change the way analog and mixed-signal circuits/systems are designed, by solving many challenging problems to reduce long-loop iterations in the design flow.
- Candidate must have the ability to interact with a worldwide cross-functional team & domain experts and collaborate productively is a necessity.
- A strong software engineering background is mandatory with emphasis on Python, Unix-based development, Cloud-application creation, as well as some experience with C/C++ or another Object-Oriented language.
You are best equipped for this task if you have:
- Bachelor's / Master Degree in Computer Science, Electrical/Electronic Engineering.
- Minimum 8+ years of experience working on Machine Learning, DeepLearning and optimization algorithms
- Hands-on experience running deep learning models on popular frameworks such as PyTorch, TensorFlow and other similar.
- Hands-on experience designing large scale inference, recommendation interactive agents' system.
- Hands-on experience on large language model-based GenAI systems
- Hands-on experience on MLOPs practices
- Experience on Bigdata tools like Spark, Hadoop, Hive, Druid etc. Understanding of the EDA (Electronic Design Automation) Domain concepts like circuit designing, placement, routing, layout etc.
Shavin.shashidhar@infineon.com#WeAreIn for driving decarbonization and digitalization.
As a global leader in semiconductor solutions in power systems and IoT, Infineon enables game-changing solutions for green and efficient energy, clean and safe mobility, as well as smart and secure IoT. Together, we drive innovation and customer success, while caring for our people and empowering them to reach ambitious goals. Be a part of making life easier, safer and greener.
Are you in?We are on a journey to create the best Infineon for everyone.
This means we embrace diversity and inclusion and welcome everyone for who they are. At Infineon, we offer a working environment characterized by trust, openness, respect and tolerance and are committed to give all applicants and employees equal opportunities. We base our recruiting decisions on the applicant´s experience and skills.
Please let your recruiter know if they need to pay special attention to something in order to enable your participation in the interview process.
for more information about Diversity & Inclusion at Infineon.