Résumés
Jonathan Malchow Vega · Data & Business Analytics · Data Architecture, Information Governance & Knowledge Management · Metadata, Ontology & Taxonomy
Three role-targeted résumés — same career, three audiences. Pick the one that matches the role. All three are tuned for ATS / LPS parsing and reflect the same underlying experience reframed for the recruiter you are sending it to.
-
Data Analyst & Business Analyst
SQL, Python, advanced Excel, KPI dashboards, variance analysis, requirements gathering, and ten plus years of operations analytics across property management, e-commerce, and retail. Built the analytics for a 140-property / 2,200-unit Appfolio portfolio; drove $500,000 in annual revenue at MindinMotion through channel and SKU analysis.
-
Data Architecture & Governance
Enterprise platform implementation (Appfolio), data architecture, role-based access controls, asset classification schemas, governance frameworks, and compliance reporting. Pairs senior operations leadership with formal MLIS training in information organization.
-
Metadata, Ontology & Taxonomy
Metadata schema design, controlled vocabularies, authority control, faceted classification, RDF / SKOS linked data, ISO 25964‑1, and Taxonomy Boot Camp London 2026. Hands-on with Dublin Core, CDWA-Lite, PREMIS, EAD3 / DACS, MODS, LCSH / LCNAF / AAT.
At a glance
- MLIS, Simmons University — Archives & Digital Stewardship, conferred May 2026
- Master of Liberal Arts in History, Harvard Extension School (in progress) — thesis on the Montagu Case, archival reclamation, and queer historiography
- Bachelor of Liberal Arts in History & Finance, Harvard Extension School
- Graduate Research Assistant, Simmons HCI/VIS Research Group — co‑authoring a peer‑reviewed systematic review (892 papers screened across 7 databases, PRISMA, 7‑category emergent classification system)
- Taxonomy Boot Camp London 2026 — Certificate of Attendance (April 2026): semantic interoperability, knowledge graphs, ISO 25964‑1, SKOS / RDF, taxonomy management platforms (Synaptica, PoolParty, Smartlogic), LLM‑enriched workflows, neuro‑symbolic AI, RAG
- Ten plus years of operations leadership: governance and analytics across a 140‑property / 2,200‑unit portfolio (Appfolio); $500,000 in annual revenue at MindinMotion via channel and SKU analysis; 30 percent revenue lift in six months at Forever 21 via traffic, conversion, and KPI analysis; platform migration (Shopify → QuickBooks) recovering 40 hours per week of operational labor
- SQL — LinkedIn Learning Certificate. Bilingual English / Spanish.
- Open to roles across three tracks: (1) Data Analyst, Business Analyst, Operations Analyst, BI Analyst; (2) Data Architecture, Information Governance, Knowledge Management, Data Stewardship; (3) Metadata Specialist, Taxonomist, Ontologist, Information Architect
- Work authorization: United States citizen; permanent residency in Spain with EU work authorization (no sponsorship required)
Selected technical fluencies
- Analytics & BI: SQL, MySQL, Python, R (introductory), advanced Excel (Pivot Tables, VLOOKUP / XLOOKUP, Index / Match, Power Query), HTML heatmaps, classification matrices, KPI dashboards, variance analysis, cohort and segmentation analysis, P&L analysis, forecasting
- Reporting platforms: Appfolio, QuickBooks, Shopify analytics, Salesforce-style CRM reporting, real‑time performance dashboards, role‑based access controls
- Metadata standards: Dublin Core, MARC, CDWA‑Lite, PREMIS, EAD3, DACS, MODS, IFLA‑LRM, RDA, OAI‑PMH, OAIS
- Vocabularies & authority control: LCSH, LCNAF, LCGFT, AAT, ULAN, TGN, TGM, RDF, SKOS, WikiData, Linked Data, ISO 25964‑1
- Programming & data: Python, SQL / MySQL, PHP, HTML / CSS, Java, XML, XSLT, JSON, Bash, CLI; relational database design
- Tools & platforms: oXygen XML Editor, Omeka, Classification Web, Zotero, BitCurator, DROID, FITS, draw.io, Lucidchart, Miro
- Methodology: PRISMA systematic review, structured coding, requirements documentation, change management, process documentation