Machine Learning Engineer
2 weeks ago
Mô tả công việc:
(Mức lương: triệu VNĐ)
Xây dựng, huấn luyện và triển khai mô hình Machine Learning phục vụ dự báo, tối ưu tồn kho và phát hiện bất thường.Phát triển mô hình time series forecasting (Prophet, SARIMA, XGBoost/LightGBM).Nghiên cứu và triển khai anomaly detection cho dữ liệu chuỗi thời gian.Thiết kế giải pháp tối ưu hóa nhu cầu & tồn kho theo SKU × Kênh × Vùng.Quản lý vòng đời ML (MLOps): tracking thí nghiệm, lưu trữ đặc trưng, triển khai mô hình (batch & streaming).Xây dựng API model serving bằng FastAPI, triển khai mô hình trên Docker/Kubernetes.
Chức vụ: Nhân Viên/Chuyên Viên
Hình thức làm việc: Toàn thời gian
Quyền lợi được hưởng:
Mức lương hấp dẫn, thỏa thuận theo năng lực.Tham gia đầy đủ BHXH, BHYT, BHTN theo luật.Cơ hội làm việc với hạ tầng dữ liệu & AI hiện đại (MLOps, Cloud, Big Data).Môi trường trẻ trung, năng động, cơ hội phát triển nghề nghiệp rõ ràng.
Yêu cầu bằng cấp (tối thiểu): Trung cấp - Nghề
Yêu cầu công việc:
Thành thạo Python (NumPy, Pandas, Scikit-learn, XGBoost, LightGBM).Kinh nghiệm với MLflow, Feast, DVC.Hiểu biết PostgreSQL (pgvector), triển khai feature store.Có kinh nghiệm triển khai mô hình bằng Docker/Kubernetes.Nắm vững các thước đo đánh giá mô hình (MAPE, SMAPE, WAPE).Tư duy phân tích, yêu thích tối ưu hóa và giải quyết bài toán thực tiễn trong FMCG.
Yêu cầu giới tính: Nam/Nữ
Ngành nghề: Cơ Khí - Chế Tạo Máy,Hóa Học,Kỹ Thuật Sản Xuất - Bảo Trì
Trung cấp - Nghề
Không yêu cầu
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