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The Role
The Data Driven Engineering team from Bosch Transmission Technology is looking for an enthusiastic intern!
Licensing pretrained vision models and investing in specialized hardware incur significant ongoing costs especially on the EStack production line. This internship assignment aims to assess if these investments are necessary by evaluating the potential of selftrained vision models and lowcost hardware solutions. The outcome will inform whether existing vision implementations can be refactored to adopt a costeffective onpremises approach thereby enhancing production efficiency and reducing expenses.
Your Tasks
Conduct an indepth evaluation of current pretrained models to map alternative opportunities for inhouse development;
Work closely with Shopfloor workers to define inspection criteria and engage with Data Scientists to benchmark model performance;
Develop and test a prototype of a vision inspection application that integrates selftrained models and meets software standards;
Prepare comprehensive documentation detailing methodologies test outcomes and a costbenefit analysis;
Develop a detailed implementation roadmap for the scalable rollout of vision inspections.
Qualifications :
What You Bring:
Experience with machine learning and computer vision techniques;
Familiarity with computer vision frameworks (e.g. OpenCV TensorFlow PyTorch);
Knowledge of software development including prototyping and API integration;
Basic understanding of hardware used in vision inspection and sensor integration;
What distinguishes you:
Experience with pretrained models such as Halcon or YOLO.
Experience with lowcost hardware solutions (e.g. GoPro).
Familiarity with Agile/Scrum methodologies.
Insight into digital transformation and production processes in the manufacturing industry.
Additional Information :
What We Offer:
Application process:
Join us at Bosch!
We are open to new initiatives and ideas that you bring with you. In addition there are plenty of opportunities (but of course we are happy to think along with you). In general this is an internship with many possibilities and a collaboration with the best colleagues!
Remote Work :
No
Employment Type :
Intern
Intern