[Hanwha Systems] Hiring experienced professionals for VLM Project Manager

한화시스템(주) · 서울 중구 청계천로 86

✨Job Responsibilities - Analyze manufacturing and heavy industry drawings, technical documents, and image data - Design and optimize VLMs that extract entities from drawings by combining visual and text information - Design and fine-tune VLM models for understanding manufacturing drawings and technical documents such as CAD and PDF - Implement an agent that combines multimodal-based visual reasoning with text planning - Structure unstructured document data through recognition of symbols, numbers, and text - Develop a visual search system for similar shapes and parts based on large-scale drawing datasets - Carry out Computer Vision-based AI projects centered on industrial sites such as Smart Factory/Yard - Analyze client requirements, provide technical consulting, and identify and validate business opportunities - Establish lightweighting, deployment, and operation strategies for VLMs considering on-premise and secure environments ✅Qualifications - A master's degree or higher in a related field such as computer science, AI, statistics, mathematics, or equivalent experience - 10+ years of relevant experience - Experience using PyTorch, Hugging Face Transformers, and Vision-Language frameworks - Understanding of Computer Vision and Multimodal AI - Understanding of visual recognition technologies such as image segmentation, object detection, and OCR - Experience working on projects related to industrial sites such as Smart Factory/Yard and factory automation - Experience implementing model serving based on RESTful API design and development - Ability to travel on long-term business trips to Gyeongnam (Changwon, Geoje) for 6 months to 1 year - No disqualifying reason for overseas travel - For men, military service completed or exempted - No disqualifying reason under defense security policy 💖Preferred Qualifications - Experience with projects related to manufacturing drawings and document processing - Experience carrying out AI projects based on manufacturing sites - Experience with image preprocessing, noise removal, and data augmentation - Experience building models in on-premise or closed-network environments - Experience building domain knowledge based on Knowledge Graph / Ontology - Experience building Multimodal search and RAG systems based on Vector DB - Experience managing large-scale images and metadata based on SQL/NoSQL - Project leadership and technical communication skills - Preference given to employment-protection candidates such as national merit recipients and persons with disabilities 🏠Work Location - Seoul Euljiro - Gyeongnam (Changwon, Geoje) ⚡️Recruitment Process - Document screening -> 1st interview -> 2nd interview -> reference check -> 3rd group report review -> Offer Letter signing -> pre-employment medical check -> final onboarding - Depending on the role, a combined interview or additional interview may be conducted if necessary - If needed, identity/background checks may be conducted in accordance with defense security policy 👉Application Period/Method - Application period: 2026.10.23 15:00 ~ 2026.11.01 23:59 - How to apply: Access Hanwhain (www.hanwhain.com) and complete the resume (including career history) 📋Other - Planned hiring count: 0 - No additional applications accepted after the deadline - If false information is entered in the resume, the offer may be revoked - Results for each recruitment stage can be checked on the Hanwhain My Page - The posting may close early if suitable candidates are hired - Duplicate applications for other positions are not allowed - Individual applications via personal e-mail are not accepted