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Data Science Platform Engineer - Business Intelligence
ShopeeJakarta, Indonesia
Apply What you'll do
- Collaborate closely with Product Managers, Data Scientists, Data Engineers, and Platform Engineers
- Design and build foundational, reusable data layers to support data science products
- Develop and maintain data science model and algorithm pipelines
- Create internal platforms, tools, and modules to accelerate data science delivery
- Design and manage cloud infrastructure for large-scale experimentation and production workloads
- Follow engineering, product, and data management best practices
- Lead standardization efforts and core platform development initiatives
- Develop generative AI (LLM-based) tools to enhance data science workflows
Requirements
- Bachelor’s or Master’s degree in Computer Science, Information Systems, or a related field
- Solid understanding of data science fundamentals
- Strong expertise in distributed data processing tools (e.g., Trino, SparkSQL, PySpark, Ray)
- Experience with distributed file systems (e.g., HDFS, S3, Google Cloud Storage)
- Familiarity with metadata and catalog services (e.g., Hive Metastore, Unity Catalog)
- Understanding of data lake and lakehouse architectures
- Strong knowledge of data management principles
- Proficiency in object-oriented and functional programming (preferably Python and Go; Scala/Java is a plus)
- Strong experience in UNIX/Linux environments
- Solid understanding of containerization and Docker
- Familiarity with SDLC practices (version control, TDD, documentation)
- Understanding of algorithm complexity (Big-O notation)
- Experience with orchestration tools (e.g., Apache Airflow, Temporal)
- Strong knowledge of Kubernetes (preferably GKE)
- Experience with cloud platforms (preferably GCP)
- Familiarity with GitOps practices (CI/CD, GitLab CI, GitHub Actions)
- Experience building generative AI/LLM-based tools is a plus
- Understanding of distributed systems concepts (e.g., MPP, MapReduce) is a plus
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