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ZF Group — жеңіл автомобильдерге, коммерциялық көліктерге және өнеркәсіптік қолданбаларға арналған мобильділік өнімдері мен жүйелерін әзірлейтін жаһандық технологиялық компания. Оның өнімдер портфолиосы көлік өндірушілеріне, мобильділік қызметтерін жеткізушілерге және стартаптарға арналған. Компания автоматтандыру, электрлендіру, біріктірілген қауіпсіздік және шығарындыларды азайтуға бағытталған шешімдер салаларында жұмыс істейді. 1915 жылы құрылған ZF Group көлік, мобильділік және тұрақты өнеркәсіптік технология салаларындағы сараптаманы біріктіретін шамамен 168 700 қызметкерімен көптеген елде жұмыс істейді.
Lead AI/ML Engineer - OCR/ICR - ZF Group - Chennai Onsite
Lead AI/ML development for ZF Group’s mobility technology business, focusing on vision-language, OCR/ICR, and RPA solutions. Own enterprise-scale AI product delivery from requirements definition through production deployment.
Сипаттама
- Plan, launch, tailor, and support end-to-end OCR/ICR product development initiatives and future RPA solutions
- Deliver full-lifecycle OCR/ICR projects with cross-functional teams, from requirements analysis through solution rollout
- Build and optimize vision-language and machine learning models for document processing, including PDF and image extraction
- Adapt pre-trained models, including LayoutLM, LayoutLMv2/v3, Donut, and Tesseract, to meet business needs
- Build OCR pipelines and improve text recognition across structured and unstructured data
- Develop solutions with advanced Python, FastAPI, machine learning pipelines, PyTorch, TensorFlow, and Hugging Face
Талаптар
- Bachelor’s or master’s degree with strong technical expertise in AI/ML products, technologies, processes, and procedural models
- 8–12 years of total professional experience
- At least 5 years of experience with AI/ML products, primarily involving OCR/ICR technologies
- Advanced knowledge of Python, machine learning frameworks and libraries, and analytics tools and technologies
- Knowledge of Microsoft Azure, MLflow, CI/CD, automation, and OCR
- Several years of experience working as a Technical Architect
- Experience analyzing, designing, developing, testing, and implementing enterprise-scale AI products
- Experience designing, training, deploying, and fine-tuning machine learning and OCR models for production
- Hands-on experience with OCR technologies including PaddleOCR and Tesseract
Артықшылықтар
- Extensive training programs
- Career development opportunities with a defined advancement path
- Opportunities to contribute to international projects and collaborate with global teams
- Comprehensive health and wellness programs
- Flexible work arrangements
- Support for maintaining a healthy work-life balance
- Innovative, dynamic environment that supports creativity and professional growth
Ұқсас жұмыс орындары
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