ZF Group
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Chennai · On-site · 8-11 Yrs · Aug 25
Transportation Equipment Manufacturing · 10000+ Employees · Friedrichshafen, Germany
ZF is a global technology company supplying advanced mobility products and systems for passenger cars, commercial vehicles and industrial technology. Its comprehensive product range is primarily aimed at vehicle manufacturers, mobility providers and start-up companies in the fields of transportation and mobility. ZF electrifies a wide range of vehicle types. With its products, the company contributes to reducing emissions, protecting the climate as well as enhancing safe mobility. Alongside the automotive sector – passenger cars and commercial vehicles – ZF also serves market segments such as construction and agricultural machinery, wind power, marine propulsion, rail drives and test systems. With some 168,700 employees worldwide, ZF reported sales of €46.6 billion in fiscal year 2023. The company operates 162 production locations in 31 countries. For further press information and photos please visit: www.zf.com Imprint: https://www.zf.com/site/meta/en/imprint.html Data Protection: https://www.zf.com/site/meta/en/data_protection.html
Hiring: Engineering
What employees say
+ Lots of learning opportunities. Cross functional support is good.
− Couldn't find any particular issue
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Interview experience · Project Engineer
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Easy difficulty · Chennai · 84 reports
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Overview
Req ID 87608 | GBS Chennai, India, ZF Commercial Vehicle Control Systems India Limited
Responsibilities
- Plan, introduce, customize, and support development projects for the complete end to end capabilities of OCR/ ICR Product and future RPA Products
- Implementation of full -life-cycle OCR/ICR solutions development projects in a cross-functional team of and Artificial Intelligence solutions from requirements gathering to solution delivery
- Develop and fine-tune vision-language models, machine learning models, especially for document-based use cases such as PDF, images data extractio
- Customize pre-trained models (e.g., LayoutLM, LayoutLMv2/v3, Donut, Tesseract, etc.) for specific business requirements.
- Implement OCR pipelines and enhance text recognition for structured and unstructured data
- Python (advanced) — FastAPI, ML pipelines. ML frameworks — PyTorch, TensorFlow, HuggingFace.
- Any Bachelor’s or Master’s degree with deep Technical knowledge on AI ML products, technologies, processes and procedure models
- 8-12 Years of overall experience and minimum 5+ years experience in AI ML products, primarily with OCR/ICR technologies.
- Profound knowledge of programming languages such as Python including ML frameworks/libraries and analytics tools and technology (Microsoft Azure, MLflow, CI/CD, Automations, OCR, etc.)
- Few years of experience as a Technical Architect and experience in analysis, design, development, testing and implementation of enterprise scale AI products
- ML model design, training & production deployment & OCR model training & fine-tuning
- Hands-on experience with OCR technologies (e.g., PaddleOCR, Tesseract).
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