Overview
Skills
Job Details
Key Qualifications:
They need to be familiar with SAS and able to convert in Spark and Python. SAS to Python typically refers to the process of migrating data analysis, data manipulation, and statistical modeling tasks from SAS (Statistical Analysis System) to Python, a popular open-source programming language.
Critical: Hadoop Admin / Spark Admin / Linux / Windows / SAS & Python
Nice to have: AWS / Tableau
Responsibilities
- Staff Augmentation for Data Science (What they will be doing)
Background Info:
The EWS Data Science & Analytics team is undergoing a long-term tech transformation and migration effort.
The team has many assets (data processing, reports, model development scripts) that have been developed using legacy software, particularly SAS. Very few people on the team are cross trained in both SAS and modern higher performance methods such as Spark or optimized Python.
Current Need:
The EWS Data Science and Analytics teams as well as the ML Ops team are fully committed, and need to augment our resources with external support to
- Help convert legacy code-based assets to modern high-performance tools (SAS to Python)
- Existing data processing scripts including data movement, cleaning, and aggregation
- Value Testing Process. This scores a potential customers data through our models to help determine the value of EWS solutions
- SQL/Hive query performance tuning and enhancement
- Develop shared toolkit to automate certain data science processes
- Data profiling
- Feature importance and effectiveness evaluation
- Automate documentation of model development processes
- Assist in upskilling existing team