Data Scientist in Machine Learning Systems Engineering
hace 3 días
Telefónica, S.A. is a leading industrial research lab based in Spain.
We are seeking candidates at all levels of seniority for research engineer positions to strengthen and complement our research efforts in the areas relating to systems and networks, security and privacy of machine learning, networks, measurements, and beyond.
Key Responsibilities- Conduct in-depth research on ML systems and/or network design, architecture, and performance optimization to address complex engineering challenges.
- Support the Research Team in developing and implementing novel algorithms, methodologies, and AI models to improve system and network efficiency, reliability, and scalability.
- Collaborate with cross-functional teams to define system/network requirements and design specifications.
We require a deep understanding of ML engineering principles, strong analytical, programming and machine learning skills, and a drive to push the boundaries of technology in the research areas of interest of the Research Team.
The ideal candidate will have strong experience in the entire ML lifecycle, from data collection and preprocessing to model training, optimization, and deployment where experience with on-device training will be highly valued.
Experience with cloud computing infrastructures (AWS, MS Azure) is an extra. Candidates will be passionate about building scalable and efficient ML systems based on their strong background in software engineering, machine learning, and distributed computing.
Requirements- Bachelor's, Master's or Ph.D. in Computer Science, Telecommunication, Machine Learning, Systems Networking, or other related fields.
- Strong knowledge and experience in development of high-quality code for research in the area of (distributed) ML, Split Learning, systems networks for Large ML Models, etc.
- Strong background in ML systems engineering, including experience with ML system design, ML model architecture, ML performance analysis, ML system and on-device measurements, and optimization.
An estimated salary for this position is €60,000 - €100,000 per year.
Benefits include work in a dynamic team and participation in challenging projects that will allow you to be the protagonist of the company's transformation.
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