Machine Learning Engineer in Ludwigshafen am Rhein bei trinamiX GmbH

RESPONSIBILITIES

We at trinamiX have developed a novel 3D imaging system to improve the security of biometric face authentication, even behind OLED displays. We use deep convolutional neural networks to distinguish human faces from spoof attacks. Our customers are major players in the smartphone, automotive and other industries.

• As part of the Biometrics team you will extend our existing technologies towards contactless heart rate measurement. This will enable our customers from the automotive industry to go the next big step towards autonomous driving.
• You will design, train, evaluate and deploy deep convolutional neural networks for contactless pulse measurement (rPPG).
• Moreover, you will conduct research on cutting edge deep learning architectures as well as training paradigms and develop new algorithms to advance the solution.
• You will strategize data acquisition campaigns and conduct exploratory data analysis to train models that meet product requirements.
• Furthermore, you will perform hyperparameter tuning, neural architecture search and quantization to optimize models for inference on embedded systems.
• Last but not least you will communicate performance metrics and evaluation results to key stakeholders.

QUALIFICATIONS

• M.Sc. or Ph.D. degree in Computer Science (Data Science/ML specialization) or in a related technical field
• strong Python programming skills and extensive hands-on experience with TensorFlow / Keras or PyTorch
• experience with deep learning for image classification, segmentation and object detection as well as respective state-of-the-art architectures
• knowledge in computer vision algorithms and with any of the following is a plus: C++, depth cameras and sensor data, multivariate statistical analysis
• excellent communication skills and ability to explain solutions to complex technical problems clearly and concisely

BENEFITS

• We combine the agility of a startup with the stable cash flow, infrastructure and benefits of a multinational corporation.
• An attractive salary based on business success and your individual performance while working on an exciting, revolutionary technology.
• Mobile working and work-life balance, so you can organize your working day and your private life more flexibly to better combine them.
• We offer a culture of learning, individual career paths, feedback discussions and the opportunity to develop your career.
• You will be part of a highly professional, diverse and supportive team with a positive work culture that is at the forefront of technology innovation.

ABOUT US

We are stepping up to change the world!

trinamiX is a high-tech company developing innovative solutions in the fields of biometric authentication and mobile NIR spectroscopy. Through them, we are completely redefining the boundaries of what is possible for industrial customers and consumers alike - whether it is the security of personal data, the ability to conserve natural resources, or the shaping of one's own health.

To do this, we harness the hidden world of data around us and work closely with strong partners from a variety of international markets, including the smartphone and automotive industries.

Headquartered in Ludwigshafen am Rhein, trinamiX GmbH was founded in 2015 as a wholly owned subsidiary of BASF SE. While we live the spirit of a high-tech startup, we are supported by one of the world's leading chemical companies. As a result, more than 200 employees worldwide work operationally independently while being able to rely on the security, expertise and experience of the BASF Group.

We are looking for highly motivated, enthusiastic people to join our team and change the world together with us!

Do you have any questions about the application process or the position? Please reach out to: Aramis Albert, aramis.albert@basf.com

How to apply: create your own profile via ''Apply Now'' and upload only your CV as well as references. This allows us to get a first impression and view your application individually. Further information about our application process can be found here: http://on.basf.com/applicationprocess

At BASF, the chemistry is right.

Because we are counting on innovative solutions, on sustainable actions, and on connected thinking. And on you. Become a part of our formula for success and develop the future with us - in a global team that e