AI Engineer (OCR/ Computer Vision/ NLP)

DIGI-TEXX VIETNAM LTD.

Địa điểm làm việc: Hồ Chí Minh, Cần Thơ, Hậu Giang

Hết hạn: 09/12/2024

Chi tiết công việc
Giới thiệu công ty

Thu nhập: Thỏa thuận

Loại hình: Toàn thời gian

Chức vụ: Nhân viên

ai computer vision deep learning big data

AI Engineer (OCR/ Computer Vision/ NLP)

Đăng lúc: Th[protected info]

Đăng nhập để xem lương

Chi tiết công việc/Job Detail

Vị trí:
Hồ Chí Minh
Công ty:
Kiểu:
Full Time
Số lượng:
1
Ứng tuyển trước:
Th10 10, 2024

Mô tả công việc/Job Description

ABOUT DIGI-TEXX VIETNAM

DIGI-TEXX, a 100% German-invested company, specializes in IT and Business Process Outsourcing (BPO). Our headquarters are in Quang Trung Software City (HCMC), and branches in Can Tho, Hau Giang, and a representative office in Fukuoka, Japan.

For over 21 years, DIGI-TEXX has been a trusted partner across various industries including E-commerce, Banking, Insurance, Manufacturing, Construction, Historical Archives, Education, and NGOs. We brought competitive advantages to our clients across Europe, America, Japan, and Vietnam through our skilled workforce and leveraging cutting-edge technologies such as AI, Deep Learning, Big Data Analytics.

Established: 2003

Employees: Over 1000 employees, operating 24/7

Core Services: data processing, document digitization, image processing, annotation services, and business support.

--------------------------------------------------------------------------------

Position: AI Engineer (OCR/ Computer Vision/ NLP)

Location: 2nd floor, Anna Building, Quang Trung Software City, District 12, HCMC

Working time: 8:00 am - 5:50 pm, Mon-Fri (have flextime policy)

JOB DESCRIPTIONS:

AI/ML Model Development and Deployment: Participate in the development, deployment, and optimization of AI/ML models, particularly in the areas of image processing, natural language processing (NLP), and neural networks. Work with and optimize architectures such as Sklearn, Stats, CNN, RNN, GraphNN, YOLO, Transformer, BERT, T5, and their variants.
Data Processing: Execute data preprocessing steps, including image and text processing, normalization, and extraction of key information from diverse datasets. Be flexible in data usage and optimization to ensure the highest efficiency in model performance.
Source Control and CI/CD: Utilize Git/GitLab for source control and implement CI/CD systems to automate testing and deployment processes for models.
Containerization: Employ Docker for containerizing applications and environments, facilitating consistent and straightforward model deployment.
MLOps: Engage in building and deploying large-scale MLOps systems, using frameworks like MLflow and ClearML to manage the model lifecycle from development to deployment.
Research and Development: Contribute to large-scale AI/ML research and development projects, proposing and testing innovative, optimized solutions for complex problems.
Model Deployment: Perform model quantization and conversion to formats such as ONNX Runtime, TFLite, TensorRT, etc.. to optimize performance across different deployment environments.
Service Development: Develop AI/ML services, with proficiency in at least one technology such as RabbitMQ, Apache Kafka, or SparkML for data processing and model deployment in production environments.
Teamwork and Independence: Demonstrate the ability to work independently as well as collaborate effectively with team members. Be adaptable and proactive in ensuring tasks are completed on time.

JOB REQUIREMENTS:

Education: Bachelor's or Master's in CS, DS, ML, or related field.
Experience: 2+ years in ML/AI.
Technical Expertise: Image/text processing, preprocessing, neural networks (CNN, RNN, GraphNN, YOLO, Transformer, BERT, T5, etc.). NLP, information extraction, object detection. Strong math foundation (probability, statistics, linear algebra, optimization). Data flexibility for AI/ML model effectiveness.
Skills: Python proficiency, R/C++ a plus.
Projects: Experience in large-scale image analysis, NLP, object detection, OCR, LLMs, RAG.
Model Development: Independent model development, innovation, optimization.
DevOps: Git/GitLab, CI/CD setup, Docker, MLOps frameworks (MLflow, ClearML), model deployment (quantization, conversion), messaging/data processing systems (RabbitMQ, Kafka, SparkML).
Additional: MLOps, Data Warehouses/Lakes, AI/ML research contributions, creative thinking, quick learning, strong communication, cross-disciplinary collaboration.

Quyền lợi/Job Benefits

Competitive compensation package including 13th-month salary and individual performance-based bonus.
Participation in social insurance with 100% base salary.
100% salary in 2 months probation.
Free parking card.
Health care 24/7 insurance.
Company trip, team building.
Internal activities and clubs (year-end party, sports day, football club)
Benefits from the Union (gift for Tet holidays, birthdays, weddings, childbirth)
International working environment.
Career Development Opportunity.

Mục tiêu kỹ năng/Skills Required

Thông tin chung

Thu nhập: Thỏa thuận

Cách thức ứng tuyển

Ứng viên nộp hồ sơ trực tuyến bằng cách bấm nút Ứng tuyển bên dưới:

Hạn nộp: 09/12/2024

Ứng tuyển tại web công ty

Giới thiệu công ty Xem trang công ty

DIGI-TEXX VIETNAM, 100% Germany invested company, located in Quang Trung Software City, Ho Chi Minh City. DIGI-TEXX is specializing in BPO, digitization, data entry, image processing, invoice processing, layout & design. DIGI-TEXX is a professional, dynamic and competitive working environment such ...

Quy mô công ty

Từ 1000 - 5000 nhân viên

Chia sẻ: