Deep Learning Engineer/Machine Learning Engineer
Tech Stack / Keywords
Firma i stanowisko
Vasco Electronics is a company located in Kraków, specializing in research and development in artificial intelligence and machine learning solutions for mobile devices running Android.
Wymagania
- Minimum 3 years of experience in a similar position
- Strong knowledge of Python and machine learning libraries such as TensorFlow and PyTorch
- Experience with inference frameworks for mobile devices, such as TensorFlow Lite (LiteRT) or ONNX Runtime
- Experience working with Transformer models and natural language processing (NLP) techniques
- Practical knowledge of model optimization for resource-constrained devices
- Ability to solve problems independently and willingness to explore new, innovative solutions
Nice to have:
- Understanding of Android system architecture
- Knowledge of Java/Kotlin
Obowiązki
- Independently create and optimize neural network models, especially in natural language processing such as Machine Translation and NLU, tailored for mobile devices
- Design and implement model compression algorithms, quantization, and acceleration techniques to ensure efficient operation on low-power processors and limited memory environments
- Integrate AI models with mobile applications using inference frameworks like TensorFlow Lite (LiteRT), ONNX Runtime, or similar
- Conduct research and experiments to find innovative methods and architectures meeting high performance requirements with minimal resource consumption
- Collaborate closely with mobile development teams to ensure smooth integration and optimal performance
- Test and validate developed solutions under real device operating conditions
- Document research and deployment processes
Benefity
- Work in a team with real influence on product development
- Access to modern technologies and opportunity to conduct research in a rapidly evolving field
- Ability to combine AI theory with practical mobile product development
- Friendly and informal work environment
- Significant impact on team work organization
- Budget for benefits platform Worksmile, including Multisport, Allianz, Luxmed, PZU, and others
- Flexible working hours
- Development, integration, and sports initiatives
- Parking near the office
- Subsidy for corrective glasses (800 PLN on employment contract)
- Office attractions such as PS5 + VR2, pet-friendly office, snacks and fruits available
Inne informacje
The data controller is Vasco Electronics Góralski Group S.K.A based in Kraków. Personal data is processed for recruitment purposes with rights to access, rectify, delete, restrict processing, object, data portability, and complaint to supervisory authority. Providing data required by labor law is mandatory; other data is voluntary. Data is processed until recruitment ends and for potential claims. Consent for future recruitment can be withdrawn anytime. Data recipients include Rocket Jobs and other entities involved in recruitment processing.
Vasco Electronics
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