Engineer, Data
ABS Group
- Shanghai
- Permanent
- Full-time
- Utilize knowledge of modern data-driven methods and domain understanding to support the creation of new products, services, and insights using predictive models.
- Write independent source code, validate, and test for model quality improvement.
- Utilize machine learning, artificial intelligence, classification, regression, NLP, etc.
- Data analysis using Python, Database Systems (such as SQL), and Azure cloud tools to contribute towards solving data analytics problems.
- Perform data wrangling and processing from multiple databases (structured or unstructured data) with a keen eye for data quality.
- Use DevOps Repo to build, manage and optimize data pipelines and deploy these pipelines into production
- Assist in developing and using tools like Python libraries and visualization.
- Remain current in the field of advanced analytics and take initiative to apply new technologies.
- BS degree required; MS preferred in Data Engineering, Computer Engineering, Computer Science, Engineering, or another relevant field
- Typically requires 3-4 years of relevant experience in data analytics as a data engineer (or applied scientist role)
- Experience in using Machine Learning, Ai, and other data science technologies.
- Strong and demonstrable experience with programming languages such as Python (used NumPy, pandas, etc.).
- Strong knowledge of data architectures and systems - SQL and others for ETL purposes.
- Strong knowledge of DevOps, particularly using the Repo and pushing and pulling source code with versioning.
- Ability to work with MS Azure cloud tools.
- Intermediate C# and Power Shell scripting skills.
- Good skills in using Web APIs and XML.
- Experienced in using tools such as MS Power BI, Tableau, or other visualization tools.
- Knowledge of object-oriented programming and building RESTful APIs for data science modeling.
- Display an entrepreneurial mindset and think of practical, 'out of box' solutions.
- Ability to work efficiently and deliver timely in a fast-paced environment.
- Obtain a working knowledge of the ABS Health, Safety, Quality, and Environmental Management System.