SiemensDigital Industries Software is a leading provider of solutions for the design,simulation, and manufacture of products across many different industries.Formula 1 cars, skyscrapers, ships, space exploration vehicles, and many of theobjects we see in our daily lives are being conceived and manufactured usingour Product Lifecycle Management (PLM) software.
The Intelligent Control Systems team at Siemens Engineering Services (ES) is looking for a talented engineer to enhance the current capabilities of our group. Preferred educational background is Bachelors or Masters in Computer/Electrical/Mechanical engineering with a focus on Machine Learning (ML) applied to the design of adaptive control systems. We want someone with a minimum TWO years of solid experience in modeling, training, and validation of Deep Learning (DL) models and systems. Since our group applies ML to the design of advanced controllers, fundamentals in control systems theory and design is a strong advantage.
The candidate engineer should have the following capabilities:
Experience with classical ML algorithms including those for classification, regression, clusteringExperience with DL algorithms and network architectures (CNN, RNN, LSTM, ...)Experience with Python (Numpy) and at least one ML framework (TensorFlow, Keras, PyTorch, ...)Experience in design and implementation of machine learning models for real-world systems/Engineering applications is preferred.Experience in Algorithm Development + V&V for ADAS (LKA, ELK, AEB. ACC, PA) and Autonomous Driving is a strong advantage.
The following capabilities are highly recommended but not mandatory:
Experience with classical control techniques, including advanced nonlinear control algorithmExperience using the MATLAB (Simulink and Stateflow) software environmentExperience in Model/Software/Hardware in Loop Simulation set up, verification and validationExperience in automotive systems, embedded systems, auto-code generation, ADAS, Autonomous Driving
Join our Digital World
We would be happy to welcome you to our Siemens Family, please feel free to apply on the website. If shortlisted, we will be calling you for next steps soon.
You will be performing this from Chennai or Pune location, where you'll get the chance to work with teams impacting entire cities, countries - and the shape of things to come.
We're Siemens. A collection of over 377,000 minds building the future, one day at a time in over 200 countries. We're dedicated to equality, and we encourage applications that reflect the diversity of the communities we work in. All employment decisions at Siemens are based on qualifications, merit and business need. Bring your curiosity and creativity and help us craft tomorrow.
Siemens Software. Where today meets tomorrow!
#LI-PLM
#LI-Hybrid