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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in data mapping, transformation, and quality assurance within higher education data environments, utilizing SQL and Python to ensure accurate and consistent data integration. Strong project management skills support effective collaboration and communication across cross-functional teams.
Highest-signal resume keywords
Data MappingData TransformationSQL ProficiencyPython ProficiencyData Quality Assurance
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Data ArchitectureData GovernanceData Dictionary WritingData Lineage TrackingData Quality ChecksData IntegrationData AnalysisData PrioritizationData FilteringData Concatenation
Soft Skills
Project ManagementTime ManagementCollaborationCommunication
Tools & Technologies
DbtGreat ExpectationsGitAgile Methodologies
Industry Keywords
Higher EducationSISLMSEd-TechData-Driven Social ImpactEducational Equity
Tech Stack
Tools & technologiesPythonSQL
About the role
Key responsibilities & impact- Perform comprehensive data mapping and execute transformations to build a unified data model for a higher education product
- Work extensively with higher education system schemas and databases, primarily from ed-tech platforms
- Review, prioritize, and analyze data columns from SIS and LMS platforms for inclusion in the integrated data model
- Evaluate and validate data mappings and transformations using higher education data to ensure accuracy and consistency
- Contribute to advanced data transformation processes, including splitting or concatenating fields and applying filtering and if-then logic
- Support data quality assurance using dbt and Great Expectations
- Collaborate with cross-functional teammates and external users to understand data needs and ensure the final data model meets operational requirements
- Attend calls and video meetings as required
Requirements
What you’ll need- Deep alignment with DataKind's mission and values and demonstrated commitment to educational equity and data-driven social impact
- Ability to translate data from one structure to another, including identifying partial matches, lost meaning, and fields requiring splitting or merging
- Skill in writing data dictionaries and mapping specifications, and tracking data lineage so transformations are traceable and repeatable
- Experience with data architecture and governance
- Direct experience with higher education data schemas and databases, including SIS, LMS, and related ed-tech platforms
- Strong understanding of data transformations and data quality checks
- Proven ability to review and prioritize data columns across multiple systems for integration
- Familiarity with SQL and Python
- Strong project and time management skills, including estimating task duration, tracking deadlines, and communicating deliverables
- Familiarity with Agile methodologies (preferred)
- Ability to use Git for version control (preferred)
- Proficiency in Python and SQL (preferred)
- Experience with dbt and Great Expectations (preferred)
- Prior experience in higher education data environments or data integration firms (preferred)
- Applicants must have a U.S.-based permanent address and be currently authorized to work in the United States indefinitely without employer visa sponsorship
Benefits
Comp & perks- Shared time off
- Organization-wide recharge days
- Bi-weekly meeting-free days
- Flexible PTO, with a minimum of 20 vacation days encouraged annually
- 100% employer-paid medical, vision, and dental benefits for employees; 72% for dependents (benefits only applicable for full-time staff)
- Wellness reimbursement program (benefits only applicable for full-time staff)
- 12 weeks paid parental leave (benefits only applicable for full-time staff)
- Annual professional development funding (benefits only applicable for full-time staff)
- Mentorship and advancement opportunities (benefits only applicable for full-time staff)
- 401(k) plan with 5% employer matching (benefits only applicable for full-time staff)
- Opportunities to come together in person for conferences, strategic planning, and the annual staff retreat
- Diverse, equitable and inclusive work environment
