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Data & AI Engineer (Computer Vision & Forecasting)

Công Ty Cổ Phần GreenFeed Việt Nam

72 - 74 Nguyễn Thị Minh Khai, P. Võ Thị Sáu, Quận 3

Ngày đăng:

Kinh nghiệm

3 - 5 Năm

Cấp bậc

Quản lý

Lương

Mô tả công việc

We are seeking a highly technical Data & AI Engineer with strong expertise in Computer Vision, Time-series Forecasting, and high-performance backend systems.

You will be responsible for building end-to-end AI systems, from model development to production deployment at scale, especially in real-time and data-intensive environments.

AI/ML Development

  • Develop AI/ML solutions for:
    • Computer Vision: detection, segmentation, tracking, OCR
    • Forecasting: demand prediction, anomaly detection, predictive analytics
  • Build and optimize deep learning models (CNNs, Transformers, LSTM)
  • Productionize research models into scalable systems

System & Backend Development

  • Build high-performance AI services using:
    • Node.js / Go / Rust / C++
  • Develop real-time inference pipelines and streaming systems
  • Optimize latency, throughput, and resource utilization

Computer Vision & Real-time Systems

  • Design and deploy real-time video/camera processing systems
  • Optimize models for GPU and edge devices (TensorRT, ONNX)
  • Handle large-scale image/video processing pipelines

Forecasting & Data Science

  • Apply:
    • Statistical models: ARIMA, Prophet
    • ML/DL models: XGBoost, LSTM, Transformer
  • Perform feature engineering on time-series data
  • Evaluate models using metrics such as MAPE, RMSE, MAE

Data Engineering & MLOps

  • Build scalable data pipelines (batch & streaming: Kafka, Spark)
  • Implement MLOps practices (CI/CD, model versioning, monitoring)
  • Deploy systems using Docker, Kubernetes, and cloud platforms

Architecture & Collaboration

  • Design distributed systems and microservices architecture
  • Ensure system scalability, reliability, and observability
  • Collaborate with Product, Data, and Engineering teams
  • Mentor junior engineers and conduct code/architecture reviews

Yêu Cầu Công Việc

Core Technical Skills (Must-have)

  • Strong programming skills:
    • Python (PyTorch, TensorFlow)
    • At least one system-level language: C++ / Rust / Go
  • Experience with:
    • Computer Vision (OpenCV, YOLO, Detectron2)
    • Time-series forecasting & predictive modeling
  • Solid understanding of:
    • ML/DL algorithms and optimization
    • System design and distributed systems

Backend & Systems

  • Experience building:
    • Microservices architecture
    • High-performance systems (low latency, high throughput)
  • Familiar with:
    • REST APIs, gRPC
    • Asynchronous / concurrent programming

MLOps & Data

  • Hands-on experience with:
    • ML pipelines (MLflow, Kubeflow)
    • Data pipelines (Airflow, Kafka, Spark)
    • Containerization (Docker, Kubernetes)

Preferred Qualifications

  • Experience with edge AI (NVIDIA Jetson, TensorRT)
  • Experience with real-time systems or video analytics
  • Familiarity with multimodal or GenAI models

Education & Experience

  • Bachelor’s or Master’s degree in Computer Science, AI, or related fields
  • Minimum 3+ years of experience in AI/Data Engineering
  • Proven experience deploying production AI systems

Thông tin khác

  • Bằng cấp: Đại học
  • Độ tuổi: Không giới hạn tuổi
  • Hình thức: Nhân viên chính thức

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CareerViet.vn - Mạng Việc làm & Tuyển dụng lớn nhất thế giới

Công Ty Cổ Phần CareerViet Trụ̣ sở: 139 Pasteur, Phường Võ Thị Sáu, Quận 3, TP.HCM

MST: 0303284985Ngày cấp: 25/04/2013 Nơi cấp: Sở Kế Hoạch Và Đầu Tư Thành Phố Hồ Chí MinhĐiện thoại: (84.28) 3822-6060 Email: contact@careerviet.vn