About

I learned data the way most analysts never do: by carrying a quota first.

For five years I sold windows, doors, cabinets, and OEM products to US contractors and businesses, fully remote. Pipelines, quotes, follow-up cadences, CRM hygiene, the whole revenue engine. Then I trained the full analytics stack to explain the numbers I used to live inside.

Victoria Johnson
Victoria Johnson

The short version

Most analysts learn the tools first and the business later. I did it in the other order. Working US B2B sales in building materials and manufacturing meant every number had a person and a decision behind it: a contractor deciding whether to order, a manager deciding which lead to chase. When I analyze retention, discounting, or operational load now, I am asking the operator's question: what do we do differently on Monday?

I completed a structured analytics program covering Excel, Power Query, Power Pivot, Power BI, Tableau, and SQL, and built five fully packaged case studies to prove it, each with documented code, a written case study, an executive summary, and a deck. I hold myself to one rule across all of them: no number without a named source, and no claim the data cannot support. The green chips across this site are that rule made visible.

Toolkit

Analysis

  • SQL (MySQL): joins, subqueries, CASE segmentation
  • Excel: Power Query, Power Pivot, dashboards
  • Data cleaning and quality audits

Visualization

  • Power BI: DAX measures, star schema modeling
  • Tableau: multi-dashboard drill-downs
  • Executive-facing report design

Revenue operations

  • HubSpot CRM, pipeline management
  • Outbound prospecting and quoting
  • B2B sales process, US market

Communication

  • Case studies and executive summaries
  • Presentation decks for non-technical readers
  • Stated limitations alongside findings

Experience

Recent

Business and Data Analyst (portfolio and training)

Completed the full analytics stack and built five packaged case studies across e-commerce retention, revenue diagnostics, executive profit reporting, hospital operations, and public-sector trend analysis.

Wincab · Newark, NJ (remote)

B2B Inside Sales, Windows, Doors, and Cabinets

Handled contractor leads, quoting, and digital sales for a US building materials supplier. Managed pipeline in CRM and worked live deals with contractors and builders, alongside internal analysis work such as multi-year billing reviews and sales process documentation.

Manufacturing Standard LLC (remote)

B2B Inside Sales, OEM and Manufacturing

Remote inside sales for a manufacturing supplier serving the US market, working outbound prospecting and account follow-up.

What I am looking for

Remote Revenue Operations Analyst, Sales Operations Analyst, BI Analyst, or Reporting Analyst roles in US or UK teams, especially in e-commerce, logistics, manufacturing, and B2B SaaS, where a sales floor background plus the analytics stack is the actual job description.