2028 IT & Softwareentwickler Stellenangebote in Deutschland

Bosch Gruppe jobs

Research Engineer for Large Time-Series Models (f/m/div.)

45.000 - 75.000 €
Robert-Bosch-Campus 1, Renningen
45.000 - 75.000 €
Unternehmensgrösse icon
Unternehmensgrösse
5k+
Unternehmenstyp icon
Unternehmenstyp
Product
Erfahrungsstufe icon
Erfahrungsstufe
Regular
Anstellungsart icon
Anstellungsart
Vollzeit
Sprache icon
Sprache
Deutsch
Visa Sponsoring icon
Visa Sponsoring
Nein

Anforderungen

Muss:
- Completed Masters degree in Computer Science, Mathematics, Physics, Technical Cybernetics, or a related field, supplemented by a PhD in Machine Learning or a machine-related field - Demonstrated proficiency in scalable machine learning architectures and distributed training (including multi-GPU/multi-node training) - Several years of experience in AI projects focused on large-scale time-series data from industrial domains (sensors, physical systems, IoT devices, simulations, etc.) - Proven ability to translate theoretical methods into practical, high-quality code for scalable machine learning - Profound experience in large-scale data processing in an industrial environment - Excellent knowledge of MLOps (e.g. CI/CD pipelines, experiment tracking, containerization) in an industrial setting - Fluent in statistical methods including time-series analysis, scalability optimization, and the ability to translate theoretical methods into solutions for concrete engineering problems - Proven ability in software implementations of large-scale algorithms in Python/PyTorch and training and fine-tuning foundation models and large-language models is a plus - Ability to effectively communicate complex research results and collaborate seamlessly in cross-functional teams - Very good written and spoken English; German is a plus

Technologien

AI
CI/CD
Machine Learning
PyTorch

Verantwortlichkeiten

- Help push the state-of-the-art in model scalability by contributing to the core systems for our products - Focus on the efficient implementation of scalable architectures for large-scale time-series models - Optimize training and inference pipelines, enhancing their performance in terms of runtime and memory usage - Apply and refine scaled models for a diverse array of industrial use cases - Develop efficient algorithms for processing and analyzing massive industrial datasets - Research and develop scalable architectures for large-scale time-series modeling in an industrial environment - Drive the performance optimization and benchmarking of time-series models to ensure maximum efficiency - Collaborate closely with engineering teams and business units to implement and deploy scalable solutions for industrial time-series applications - Publish and patent research results to secure and share our technological advantage

Beschreibung


At Bosch, we are on a mission to harness the power of large-scale time-series data to optimize industrial processes and create innovative solutions. We offer flexible working in terms of time, place, and working model, a wide range of health and sports activities, intermediary service for childcare services, employee discounts, and space for creative work. Additionally, we provide in-house social counseling and care services. Join us in Renningen to improve quality of life all across the globe.
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