2-3 years of Banking project expereince in big data engineering projects
Strong hands-on expereince in Python and SQL / NoSQL
Job Scope
Build and maintain robust data pipelines for complex data projects with / without AI component: o programmatically ingesting data from different static and real-time sources (incl. web scraping) o define optimized schemas and data models for scalable implementation of a solution o log granular usage of web / mobile apps for comprehensive product analytics Perform ETL on large and complex datasets for AI applications - work closely with data scientists on performance optimization of large-scale ML/DL model training Build data tools to facilitate fast data cleaning and statistical analysis Industrialize ML / DL solutions and deploy and manage production services; proactively handle data issues arising on live apps Resolve issues escalated from Business and Functional areas on data quality accuracy and availability Work closely with APAC CDO and coordinate with a fully decentralized team across different locations in APAC and global HQ (Paris).
Technical skill requirements Expert in Python programming especially handling large volumes of data both in traditional and distributed environments - pandas numpy scikitlearn pySpark Well versed with structured (SQL) and unstructured (noSQL) database in traditional and Big data environments (Hive Spark) Well versed with concepts like like containerization (Dockers Kubernetes Openshift) workflow management (AirFlow) streaming data (Kafka or Spark Streaming) CICD pipeline (Jenkins) Experienced in shell scripting and writing schedulers Some experience with Cloud deployment (AWS / Azure / GCP) would be a big plus Strong knowledge of data security best practices And most importantly you must be a passionate coder who really cares about building apps that can help us do things better smarter and faster
Job Qualification 5 years experience in data engineering role Ability to take ownership and deliver within timelines Effective written and verbal communication skills
We invite you to write in to Kevin at with your updated CV (in MSWord format). We regret to inform only selected candidates will be notified. However if you are not selected we will keep your CV and contact you for suitable role(s) that comes along. Kevin Chong DID: 65- EA Reg No. R1109670 EA License No. 08C470
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