PhD Thesis: Autonomous Architecture Evolution for Industrial Software

Siemens AG; Garching an der Alz; On-site; EUR 60,000 - 90,000; Full time

Benefits offered by this job

Remuneration package

30 leave days

Share matching program

Continuous learning

Innovative environment

Job summary

Siemens AG in Germany is seeking a researcher to advance autonomous architecture evolution for industrial software. You will explore reliable adaptation during continuous operation and contribute to real-time performance improvements.

You will design evolution loops based on the MAPE-K framework, integrating monitoring, analysis, planning, and execution, and collaborate with academic and industrial partners to validate concepts in practice.

Qualifications

• Master's degree in CS or related technical field.

Responsibilities

• You conduct research on autonomous architecture evolution for industrial software.

Skills

Software architecture

Modularization

Real-time systems

Performance modeling

Self-adaptive systems

English skills

Education

Master's degree in computer science / software engineering or related field

Job description

Aufgaben:

You conduct research on autonomous architecture evolution for industrial software, focusing on reliable adaptation during continuous operationBuilding on this, you design and implement architecture evolution loops based on the MAPE-K framework, integrating monitoring, analysis, planning, and execution phases to address real-time and safety requirementsSubsequently, you evaluate and enhance modularization, observability, and runtime mechanisms to enable zero-downtime upgrades and seamless integration of new componentsThroughout your work, you collaborate closely with academic and industrial partners to validate your concepts in practical environments and refine your approaches based on real-world feedback

Qualifikation:

Education : You have already completed or you are currently successfully pursuing a Master's degree in computer science, software engineering, or a related technical field and are interested in pursuing a PhD thesisExperience and Skills :You have a solid understanding of software architecture and modularization principlesYou are familiar with real-time systems and performance modeling in industrial environmentsYou possess knowledge of self-adaptive systems or autonomous software evolution conceptsWays of Working : You demonstrate analytical thinking, initiative, and a structured approach to researchLanguages : You have very good English skills

Wir bieten:

Attractive remuneration package30 leave days and a variety of flexible working models that allow time off for yourself and your familyShare matching programs to become a shareholder of Siemens AGContinuous Learning: Benefit from specialized training and daily challenges to keep your expert knowledge up-to-dateInnovative Environment: Be part of a team that values innovation and continuous improvement

Über Uns:

Since each of over 300,000 employees feels that other benefits are particularly important, and we cannot list our entire benefit portfolio here, you can find more information here .At Siemens, we believe that feeling valued and included is the foundation for doing great work. That's why we aim to create an inclusive workplace where everyone feels a sense of belonging, and where individual perspectives and experiences are celebrated. Our commitment to fairness and respect extends to every applicant.The world never stands still. And new challenges arise every day. With a passion for questioning things, for supplying ideas, and intelligently driving things forward we are helping society move towards a smarter tomorrow. Be it with technologies that reduce carbon emissions in cities or hyperintelligent robots. This is how we are able, to tackle the most important projects and push them forward together. Help us shape the future.