Engineering Services Engineer - Machine Learning

Key Skills

Algorithms, Deep Learning, Design, Embedded Systems, Keras software library, Machine learning techniques, MATLAB Programming, NumPy, Python Programming, PyTorch, TensorFlow

Job Description

At Siemens, we are always challenging ourselves to build a better future. We need the most innovative and diverse Digital Minds to develop tomorrow’s reality. Find out more about the Digital world of Siemens here: www.siemens.com/careers/digitalminds. 

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, clustering
• Experience 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 algorithm
• Experience using the MATLAB (Simulink and Stateflow) software environment
• Experience in Model/Software/Hardware in Loop Simulation set up, verification and validation
• Experience 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.

At Siemens, we are always challenging ourselves to build a better future. We have some of the smartest minds working across the world, re-imagining the future and doing extraordinary things. Join our Talent Community today and let's stay connected in areas that interest you: https://new.siemens.com/global/en/company/jobs/digital-minds.html

Siemens Software. Where today meets tomorrow!