Job Description
Preparing and aggregating large datasets for ML model builds and scoring
Responsibilities
DonorSearch Ai introduced deep learning and machine learning into the nonprofit sector by building custom models with a robust interactive visualization tool to help organizations fundraise more efficiently.
As an Entry Level Data Analyst, you will support our best-in-class machine learning models by:
- Preparing and aggregating large datasets for ML model builds and scoring
- Investigating new data sources, perform statistical analyses, and document findings
- Working with engineering and data vendors to improve the accuracy of our data sources
- Providing quality assurance of imported data, working with internal staff and external customers if necessary
- Analyzing trends and statistics of current models/datasets and present findings
This Job Will Entail but Is Not Limited To
- Perform analysis to assess quality and meaning of data using complex techniques
- Combine various datasets into one relational database
- Create presentations and data visualizations to effectively communicate results to internal staff and external customers
- Apply and combine current and emerging techniques and tools in novel ways
- Develop and combine complex data analysis techniques and methods for a specific application
- Provide support to DonorSearch Ai clients with phases of data discovery, aggregation, delivery, onboarding, and adoption
Qualifications
Typically requires a Bachelor’s degree in Mathematics, Computer Science or related discipline.
Broad knowledge in one or more related fields of the following areas: predictive modeling, statistics, math, data science, data analysis and data visualization.
Preferred Qualifications:
- Bachelor’s degree in a quantitative discipline
- Proven experience applying statistical tools to identify, analyze, and interpret patterns and trends in complex data sets that could be helpful for diagnosis and prediction
- Strong mathematical skills to help collect, measure, organize and analyze data
- Expert knowledge of data visualization software like Tableau
- Expert knowledge of Python & SQL
- Problem-solving skills
- Collaborative, team-focused attitude with a strong desire to advance the product and learn new things
- The ability to communicate technical ideas to a non-technical audience
- Self-starter with experience turning ideas into actionable designs
- Excellent written and verbal communication
- Eligible to work within the United States
Top Skills
- Mathematics / Statistics
- Data Mining
- Python
- SQL
- Tableau / PowerBi
- Microsoft Office
Location: Remote.
Apply: DATA ANALYST