Engineering Services Engineer - Machine Learning
Job Description
Siemens Digital 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 the objects we see in our daily lives are being conceived and manufactured using our Product Lifecycle Management (PLM) software.
Overview:
The Intelligent Control Systems team at Siemens Engineering Services (ES) is looking for a dedicated engineer to improve 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 TWO YEARS or more experience in building, training, and validation of Deep Learning (DL) models and systems. Since our group applies ML to the design of sophisticated 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 (preferred), Keras, PyTorch, ).
- Experience in design and implementation of machine learning models for real-world systems is an advantage.
- Experience with Reinforcement Learning, Deep Reinforcement Learning and their application on Autonomous Driving systems is an advantage.
- Experience in using cloud infrastructure to serve and manage large models is an advantage!
- Experience in GPU programming with CUDA is an advantage!
- Experience in using LLM for diverse applications is a plus.
We are 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 shape tomorrow!
We offer a comprehensive reward package which includes a competitive basic salary, bonus scheme, generous holiday allowance, pension, private healthcare and actively support working from home.
We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, colour, national origin, sex, gender, gender expression, sexual orientation, age, marital status, veteran status, or disability status.
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