Data & Feature Engineering (Senior/lead)
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Mô tả công việc
- Lead the team of Data & Feature Engineers (mix of Juniors and Seniors), continuously developing the team both soft-skill & hard-skill wise - 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) - Support implementing solutions and components to improve the Big Data Hadoop to reduce dependence on DWH Analytical Playgrounds - Support implementation of in-house MLOps solution aiming to significantly transform data preparation, model development, deployment and monitoring - Work closely with Data Science team to understand their requirements and challenges to provide them with tailored solutions to optimize their workflows - Deliver data processing mechanisms for real-time data processing and analytical use to utilize the value of new technology
Yêu cầu công việc
- Proven track record with Data & Feature Engineering activities (3+ years) and at least 1 year with leading position - Proficiency with Big Data ecosystems with modern data stack (Hadoop, Hive, Spark, Kafka, Airflow, Impala, Jupyter, Trino, Iceberg) - Have hands-on experience MLOps lifecycle, involving the entire process Features Preparation, Model Development, Model Deployment and Model Monitoring - Experience with containerized applications or microservices (Docker, Kubernetes), CI/CD (gitlab-ci) and serverless / real-time functions - Programming Language: SQL and Python on an advanced level - University degree in Computer Science, Engineering, or a related field - Excellent written and oral communication skills - Good English COMPENSATION & BENEFITS - 13th Salary Fixed and KPI Bonus - Premium Health Care for personal & 3 dependents - 24/7 Accidental Insurance - 100% Social Insurance - Meal + Phone Allowance - Yearly Medical Checkup - 18 Annual Leaves - Professional and Transparent Working Environment - Apply Latest Financial Technology in the World
Quyền lợi
13th Salary Fixed and KPI Bonus , Premium Health Care for employees (personal/family dependents) , 15/18 Annual Leaves