Experience and know-how: strong theoretical and practical background in machine learning and deep learning; solid understanding of industrial automation concepts, control systems, as well as real-time or embedded environments; proficient programming skills in Python and C++; familiarity with functional safety standards (IEC 61508, ISO 13849) as well as formal verification or validation methods; proven experience in deploying and optimizing AI models on edge devices, embedded hardware, or resource-constrained platforms; knowledge of model optimization techniques such as quantization, pruning, knowledge distillation, or accelerated inference; practical experience with PLC environments, industrial communication protocols (OPC UA, PROFINET, EtherCAT), or industrial real-time platforms is desirable - To this end, you will develop innovative methods for adaptation, validation, and deployment.
Experience and know-how: strong theoretical and practical background in machine learning and deep learning; solid understanding of industrial automation concepts, control systems, as well as real-time or embedded environments; proficient programming skills in Python and C++; familiarity with functional safety standards (IEC 61508, ISO 13849) as well as formal verification or validation methods; proven experience in deploying and optimizing AI models on edge devices, embedded hardware, or resource-constrained platforms; knowledge of model optimization techniques such as quantization, pruning, knowledge distillation, or accelerated inference; practical experience with PLC environments, industrial communication protocols (OPC UA, PROFINET, EtherCAT), or industrial real-time platforms is desirable - To this end, you will develop innovative methods for adaptation, validation, and deployment.
Areas of responsibility include applying statistical and machine learning methods to discover hidden patterns and information that can be used to grow the business and support data-driven business decisions. * Manipulating and analyzing complex, high-volume and high-dimensional data to gain insights by using appropriate data analysis techniques, algorithms and programming languages in close collaboration with * Applying statistical methods (especially Machine Learning) to data to identify complex patterns in data and derive predictions * Very good knowledge in the selection, application and optimization of machine learning methods for generating data-based predictions and decisions * Strong knowledge of one or more Data Science-related programming languages (e.g., Python, R, C++, SQL)
Areas of responsibility include applying statistical and machine learning methods to discover hidden patterns and information that can be used to grow the business and support data-driven business decisions. * Manipulating and analyzing complex, high-volume and high-dimensional data to gain insights by using appropriate data analysis techniques, algorithms and programming languages in close collaboration with * Applying statistical methods (especially Machine Learning) to data to identify complex patterns in data and derive predictions * Very good knowledge in the selection, application and optimization of machine learning methods for generating data-based predictions and decisions * Strong knowledge of one or more Data Science-related programming languages (e.g., Python, R, C++, SQL)
More over, you will utilize advanced methods of optimal control, sequential decision-making under uncertainty, and reinforcement learning to develop robust, high-performance solutions. * Experience and Knowledge: solid background in optimization or control and programming proficiency in Python
More over, you will utilize advanced methods of optimal control, sequential decision-making under uncertainty, and reinforcement learning to develop robust, high-performance solutions. * Experience and Knowledge: solid background in optimization or control and programming proficiency in Python
broad experience with modern machine learning methods and tools + interest in combining formal engineering processes with adaptive AI methods + strong programming skills in Python and experience with modern deep learning frameworks (PyTorch, TensorFlow, JAX or others) in industrial real-world applications
broad experience with modern machine learning methods and tools + interest in combining formal engineering processes with adaptive AI methods + strong programming skills in Python and experience with modern deep learning frameworks (PyTorch, TensorFlow, JAX or others) in industrial real-world applications
Bosch Gruppe * Renningen * Praktikum * Vollzeit - Welcome to Bosch - Do you want beneficial technologies being shaped by your ideas? Whether in the areas of mobility solutions, consumer goods, industrial technology or energy and building technology - with us, you will have the chance to improve quality of life all across the globe. The Robert Bosch GmbH is looking forward to your application! Employment type: Limited - Working hours: Full-Time - Joblocation: Renningen - Your tasks - At Bosch Research, we are pioneering the next generation of Physical AI-intelligent systems that can perceive, reason, and act robustly in the real world. From automated driving to robotics, our goal is to develop AI technologies that are not only highly capable but also safe, efficient, and scalable. Despite remarkable progress in foundation models and end-to-end learning, today's autonomous systems still ...
Bosch Gruppe * Renningen * Praktikum * Vollzeit - Welcome to Bosch - Do you want beneficial technologies being shaped by your ideas? Whether in the areas of mobility solutions, consumer goods, industrial technology or energy and building technology - with us, you will have the chance to improve quality of life all across the globe. The Robert Bosch GmbH is looking forward to your application! Employment type: Limited - Working hours: Full-Time - Joblocation: Renningen - Your tasks - At Bosch Research, we are pioneering the next generation of Physical AI-intelligent systems that can perceive, reason, and act robustly in the real world. From automated driving to robotics, our goal is to develop AI technologies that are not only highly capable but also safe, efficient, and scalable. Despite remarkable progress in foundation models and end-to-end learning, today's autonomous systems still ...
Software development and programming for control systems in the power generation sector * Good experience in software development and programming, preferably in graphical programming * Knowledge of common programming languages (including IEC 61131-based languages, Python and C)
Software development and programming for control systems in the power generation sector * Good experience in software development and programming, preferably in graphical programming * Knowledge of common programming languages (including IEC 61131-based languages, Python and C)
Stuttgart, München, Hamburg, Berlin, Frankfurt am Main
Integrate modern methods and technologies such as automation, prefabrication, modularization, AI and digital twin to enhance efficiency and scalability
Integrate modern methods and technologies such as automation, prefabrication, modularization, AI and digital twin to enhance efficiency and scalability
You contribute your ideas to the optimization of existing methods, standards and processes in order to effectively implement our measures across the company
You contribute your ideas to the optimization of existing methods, standards and processes in order to effectively implement our measures across the company
Software Engineering Acumen: Strong programming skills in Python and a proven ability to build maintainable, testable, production-quality ML software, including experience with modern CI/CD and testing tools.
Software Engineering Acumen: Strong programming skills in Python and a proven ability to build maintainable, testable, production-quality ML software, including experience with modern CI/CD and testing tools.
Knowledge: understanding of electrical measurement techniques, programming skills (required: C++, Python, Matlab) and Knowledge about Semiconductors and MEMS
Knowledge: understanding of electrical measurement techniques, programming skills (required: C++, Python, Matlab) and Knowledge about Semiconductors and MEMS
You examine the current state of the art for isolation, enrichment and library preparation techniques and identify preferred methods capable of covering diverse biological samples.
You examine the current state of the art for isolation, enrichment and library preparation techniques and identify preferred methods capable of covering diverse biological samples.
Programming experience in Python (data processing, PM4Py, RDFLib, pandas) and basic familiarity with SQL; experience with REST APIs and data integration is beneficial
Programming experience in Python (data processing, PM4Py, RDFLib, pandas) and basic familiarity with SQL; experience with REST APIs and data integration is beneficial
Our working method is strongly oriented towards an agile swarm logic and thrives on high flexibility and mutual support - including across teams, units and divisional boundaries.
Our working method is strongly oriented towards an agile swarm logic and thrives on high flexibility and mutual support - including across teams, units and divisional boundaries.
Experience and Knowledge: Solid understanding of computer architecture fundamentals, embedded systems and AI on the edge; experience with C/C++ programming and compilers such as GCC or LLVM; knowledge of hardware description languages (Verilog, SystemVerilog or VHDL) is a plus
Experience and Knowledge: Solid understanding of computer architecture fundamentals, embedded systems and AI on the edge; experience with C/C++ programming and compilers such as GCC or LLVM; knowledge of hardware description languages (Verilog, SystemVerilog or VHDL) is a plus
Our working method is strongly oriented towards an agile swarm logic and thrives on high flexibility and mutual support - including across team, unit and divisional boundaries.
Our working method is strongly oriented towards an agile swarm logic and thrives on high flexibility and mutual support - including across team, unit and divisional boundaries.
You have excellent programming skills in at least one statically typed language such as Rust (preferred), C++, Go, or similar, and you write high-quality, maintainable code.
You have excellent programming skills in at least one statically typed language such as Rust (preferred), C++, Go, or similar, and you write high-quality, maintainable code.