Data & Feature Engineer
Tầng G, 8 và 10 Tòa nhà Phụ Nữ Số 20 Nguyễn Đăng Giai, Phường Thảo Điền TP.Thủ Đức, TP.HCM
Thoả thuận
Ngày cập nhật: 19/10/2023
Hạn nộp hồ sơ: 31/10/2024
Kinh nghiệm:
Chức vụ: NHÂN VIÊN
Yêu cầu bằng cấp: ĐẠI HỌC
Yêu cầu giới tính: Không yêu cầu
Số lượng cần tuyển: 1 nhân viên
Hình thức làm việc: Toàn thời gian
Ngành nghề: QUẢN LÝ - ĐIỀU HÀNH
Địa điểm làm việc: HỒ CHÍ MINH
Mô tả công việc
OB DESCRIPTIONThe Data & Feature Engineer's main objective is to drive data availability for business analytic & reporting purposes. Key areas of responsibility:
- Analyze data from data producers and transform them into unified form, organize them within the data platforms and/or analytical/production feature store, produce base & derived features in line with Risk Modelling team requirements
- Closely cooperate with IT department on implementing company-wide data products following standardized development practices
- Develop, maintain, and monitor data pipelines preparing suitable data for analytic & reporting activities •Set up effective data quality monitoring to detect and remedy discrepancies (collaborate with HQ teams)
- Drive utilization of Big Data Hadoop platform to reduce dependence on DWH Analytical Playgrounds
- Support implementation of Feature Store solution aiming to significantly transform data preparation, model development, deployment, and monitoring
- Build local expertise for end-to-end development, deployment, and monitoring of ML models using the Feature Store solution
- Deliver data processing mechanisms for real-time data processing and analytical use to utilize the value of new technologies
Yêu cầu công việc
- Proven track record with Data & Feature Engineering activities (2+ years)
- Experience with Big Data ecosystem, data integration, transformation, processing, and visualization tools (Hadoop, Hive, Spark, Kafka, NiFi, Airflow, Jupyter)
- Experience with containerized applications or microservices (Docker, Kubernetes), CI/CD (gitlab-ci), and serverless / real-time functions
- Programming Language: SQL and Python on intermediate level
- University degree in Computer Science, Engineering, or related field
- Good written and oral communication skills
- Fluent English
Quyền lợi được hưởng
- 13th Salary Fixed and KPI Bonus
- Premium Health Care
- 24/7 Accidental Insurance
- 100% Social Insurance
- Meal + Phone Allowance
- Yearly Medical Checkup
- 15 Annual Leaves
- Professional and Transparent Working Environment
- Apply Latest Financial Technology in the World