Data Engineer
Ho Chi Minh City, Ho Chi Minh City, Vietnam
POC Pharma
POC Pharma digital go-to-market solutions empowers pharma companies to drive growth faster and cheaper. Manage and engage customers, and leverage real-time data and analytics to streamline go-to-marketAbout us
POC Pharma is a startup that digitizes the pharmaceutical industry in emerging markets and helps pharmaceutical companies leverage data to grow their sales. Come join the coolest team and contribute to an exciting and fast-moving industry, using the best technologies!
Responsibilities
- Combine raw data from different sources and integrate into a central datalake then a data warehouse
- Build the data system and pipeline using Airflow or similar tools
- Identify, design, and implement internal process improvements: automating manual processes, optimizing data delivery, re-designing infrastructure for greater scalability, etc.
- Explore ways to enhance data quality, pipeline stability and reliability
- Develop analytical tools and programs using BI tools like PendoAI, Logi Analytics, etc.
- Conduct complex data analysis and report on requests and visualize the data for stakeholders
- Prepare data for prescriptive and predictive modeling
- Collaborate with data scientists and architects
Requirements
- Bachelor’s degree in computer science, engineering, or a related field
- At least 3 years of working as a data engineer or in a similar role
- Technical expertise with data models, analysis, pipeline architecture, ETL/ELT and segmentation techniques
- Have strong knowledge of python and its data engineering library like NumPy, PyTorch, etc.
- Have strong knowledge of SQL query and relational model design
- Have strong knowledge of NoSQL databases and their architecture
- Experience building and optimizing ‘big data’ data pipelines, architectures and data sets.
- Working knowledge of message queuing, stream processing, and highly scalable ‘big data’ data stores.
- Experience with data pipeline and workflow management tools like Airflow or similar tools etc.
- Experience with one of cloud services: Azure, Google Cloud or AWS
- Experience with stream-processing systems: Storm, Spark-Streaming, etc. is a plus
- Experience with big data tools like Hadoop, Spark, Kafka, etc. is a plus
Benefits
- Public Health Insurance on Full Salary
- Paid Time Off
- Training & Development
- Performance Bonus
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Airflow Architecture AWS Azure Big Data Computer Science Data analysis Data pipelines Data quality Data warehouse ELT Engineering ETL GCP Google Cloud Hadoop Kafka Model design NoSQL NumPy Pipelines Predictive modeling Python PyTorch Spark SQL Streaming
Perks/benefits: Health care Startup environment
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