Job
- Level
- Junior
- Job Field
- Data, Embedded
- Employment Type
- Full Time
- Contract Type
- Permanent employment
- Location
- Gratkorn
- Working Model
- Hybrid, Onsite
AI Summary
In this role, you will develop AI/ML algorithms for resource-constrained microcontrollers and optimize their performance for embedded system deployment.
Job Technologies
Your role in the team
- Develop AI/ML algorithms for resource-constrained, low-cost microcontrollers.
- Apply state-of-the-art compression and conversion techniques to optimize memory footprint and speed of AI/ML for embedded deployment.
- Utilize in-house neural processing units for maximum efficiency.
- Assist in all steps of the model development, from designing data campaigns, building models from scratch, testing on embedded systems, to releasing models for production.
- Work in a cross-functional team to identify new applications of AI/ML to improve our future products.
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Our expectations of you
Qualifications
- Solid knowledge of the principles of AI/ML such as classification, regression, and detection problems.
- Basic understanding of signal processing algorithms and feature extraction approaches.
- Basic understanding of software development tools like CI/CD and test-driven development.
- Optimized models for embedded applications using quantization-aware training, pruning, clustering, or other compression techniques.
- Track record of embedded C related projects.
Experience
- Completed technical studies with a focus on AI/ML or related experience (Computer science, Physics, Math, or related).
- Experience using common AI/ML toolchains (e.g., Python with TensorFlow, PyTorch, or similar).
- First experience in programming for embedded platforms (C/C++ or similar).
- Experience with deployment of AI/ML models on embedded systems, e.g., TensorFlow Lite RT and Lite RT for Microcontrollers.
- Experience in designing AI/ML models from scratch, e.g., selecting layers/activations and overall structure of the model, writing custom loss functions.
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Benefits
Work-Life-Integration
Food & Drink
More net
Health, Fitness & Fun
Job Locations
Location Gratkorn
8101 Steiermark
Austria
Topics that you deal with on the job
This is your employer
NXP Semiconductors Austria
Gratkorn
NXP Semiconductors is a global leader in microelectronics with subsidiaries in more than 25 countries. The Gratkorn site near Graz is the Austrian headquarters of the international group and the competence center for secure contactless identification systems.
Description
- Founding year
- 2006
- Language
- English
- Company Type
- Established Company
- Working Model
- Full Remote, Hybrid, Onsite
- Industry
- Industry, Production
Dev Reviews
by devworkplaces.com
Total
(1 Review)3.8
Culture
3.7Career Growth
3.4Workingconditions
4.6Engineering
3.5
Junior Embedded AI/ML Engineer
- Location
- Gratkorn
- Working Model
- Hybrid, Onsite
