Company Description
Bosch Global Software Technologies Private Limited is a 100% owned subsidiary of Robert Bosch GmbH, one of the world's leading global supplier of technology and services, offering end-to-end Engineering, IT and Business Solutions. With over 28,200+ associates, it’s the largest software development center of Bosch, outside Germany, indicating that it is the Technology Powerhouse of Bosch in India with a global footprint and presence in the US, Europe and the Asia Pacific region.
Job Description
Job Description We are seeking a motivated and enthusiastic Junior Computer Vision Engineer who can work with CR (Corporate Research) and develop high quality AI solutions for our advanced engineering team. The ideal candidate will have a foundational understanding of computer vision concepts and experience with relevant tools and technologies. As a Junior Computer Vision Engineer, you will work alongside senior engineers and researchers to develop and implement computer vision algorithms and solutions for a variety of applications.
Key Responsibilities:
Algorithm Development: Assist in designing and implementing computer vision algorithms for tasks such as object detection, image segmentation, and feature extraction.
Data Processing: Contribute to preprocessing and augmenting image datasets to ensure high-quality input for model training and evaluation.
Model Training: Support the training and evaluation of computer vision models, including fine-tuning pre-trained models and assessing performance metrics.
Software Development: Hands on experience with the software development to integrate computer vision solutions into existing applications and systems.
Testing and Debugging: Participate in testing and debugging processes to ensure the robustness and accuracy of computer vision algorithms and solutions.
Documentation: Maintain clear and comprehensive documentation of algorithms, experiments, and code to facilitate knowledge sharing and reproducibility.
Collaboration: Work closely with other engineers, researchers, and stakeholders to understand project requirements and deliver effective solutions.Skillset:
Technical Skills:
- Strong conceptual foundation on the following:
- Linear Algebra
- Multivariate Calculus
- Probability and stochastic processes
- Optimization methods
- Deep Generative Models – Autoregressive, VAE, GANs, Diffusion based models, etc.
- Strong hands-on proficiency in the following:
- PyTorch / TensorFlow
- OpenCV
- Pandas
- NumPy
- MLOps frameworks like AzureML / SageMaker
- Familiarity with HugginFace libraries like diffusers, etc.
- Understanding of image processing techniques and machine learning algorithms.
- Proficiency in programming languages such as Python, C++, or Java.
- Problem-Solving: Strong analytical and problem-solving skills with the ability to work independently and as part of a team.
Communication: Good communication skills with the ability to convey technical concepts clearly to both technical and non-technical stakeholders.
Attention to Detail: High attention to detail and commitment to delivering high-quality work.
Qualifications
BE/MS/M.Tech (Electronics, Computer Science or related)
Additional Information
3+ Years
Top Skills
What We Do
The Bosch Group is a leading global supplier of technology and services. It employs roughly 402,600 associates worldwide (as of December 31, 2021). The company generated sales of 78.7 billion euros in 2021. Its operations are divided into four business sectors: Mobility Solutions, Industrial Technology, Consumer Goods, and Energy and Building Technology.
As a leading IoT provider, Bosch offers innovative solutions for smart homes, Industry 4.0, and connected mobility. Bosch is pursuing a vision of mobility that is sustainable, safe, and exciting. It uses its expertise in sensor technology, software, and services, as well as its own IoT cloud, to offer its customers connected, cross-domain solutions from a single source. The Bosch Group’s strategic objective is to facilitate connected living with products and solutions that either contain artificial intelligence (AI) or have been developed or manufactured with its help. Bosch improves quality of life worldwide with products and services that are innovative and spark enthusiasm. In short, Bosch creates technology that is “Invented for life.”
The Bosch Group comprises Robert Bosch GmbH and its roughly 440 subsidiary and regional companies in some 60 countries. Including sales and service partners, Bosch’s global manufacturing, engineering, and sales network covers nearly every country in the world. With its more than 400 locations worldwide, the Bosch Group has been carbon neutral since the first quarter of 2020. The basis for the company’s future growth is its innovative strength. At 128 locations across the globe, Bosch employs some 76,100 associates in research and development, of which more than 38,000 are software engineers.
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