Data Engineer – AI-based Image Recognition Platform
Robert Bosch GmbHStuttgartVor 15 Tagen
remoteFreelanceBerufserfahren
Erforderliche Skills
PythonPyTorchSQLComputer Vision
Nice-to-have
FastAPIAzureReact
Project context
We are looking for a highly motivated freelancer to support our team in the development and optimization of a system for AI-based identification of automotive parts in the context of circular economy / remanufacturing. The system is based on image recognition (few thousand classes) and incorporates business data / metadata to improve classification results.
The solution shall be available online (frontend and other systems).
Description
We are seeking a Data Engineer to support the development and optimization of a computer vision-based system for identifying automotive parts, integrating image recognition models with business data and metadata in an online platform environment.
Responsibilities
- Data cleaning and data preparation (image data and metadata), support with labeling and data quality assurance
- Training and experimentation, including statistical analysis, quality measurement, and structured error analysis
- Support with serving and integration: FastAPI endpoints, request/response handling, stability and logging
- Support in the adaptation of neural networks for image recognition (large-scale classification, long-tail scenarios)
- Integration of business data / metadata (tabular features) to improve prediction accuracy
Requirements
- Very strong Python skills
- PyTorch and hands-on experience in computer vision
- High level of motivation and enthusiasm
- Experience with neural network based training approaches including statistical analysis and iterative improvements
- Basic SQL skills
Nice-to-have skills
- Experience with Python backends such as FastAPI (production-grade APIs, interfaces to frontend and external systems)
- Experience with operation of cloud based infrastructure, ideally Azure
- React for visualization of the data/results in frontend application
Robert Bosch GmbH
AnstellungFreelance
ErfahrungBerufserfahren
Arbeitsmodellremote
StandortStuttgart
6 AufrufeRef: #101933
Sprachanforderungen
English
Über Robert Bosch GmbH
Größe>1.000