Mapped to BLS Management Analysts (closest occupation). Tech-company BizOps roles staffed from consulting pay well above the Payscale analyst average; the BLS median is a better guide there.
Experience to get here
Entry level1-2 years
Typical title2-5 years
Bachelor's in business, economics, engineering or a quantitative field is standard; MBA common at senior levels. Postings do not specify a major.
Typical prior roles
Management consulting analystData / business analystFP&A analystStrategy or chief-of-staff associateOperations analyst at a startup
Must have
Strong SQL and comfort with raw data
Excel/Google Sheets modeling
BI tools (Tableau, Power BI, Sigma)
2-5 years in business ops, analytics or consulting
Presenting recommendations to executives
Milestones people hit first
Built the metrics and dashboard an exec team ran a function on
Owned a cross-functional project (pricing, process, launch) to a measured outcome
Produced a business case or operating model that was funded
Time: 2-4 months study Prerequisites: 3 years full-time experience in the body of knowledge
Process-improvement vocabulary helps in ops-heavy companies; not a hiring filter.
Training & learning
SQL Tutorial (formerly Mode)FREEThoughtSpot · course · free · 10-20 hoursSQL is the single most-required hard skill in BizOps postings.
Business Foundations SpecializationWharton / Coursera · learning path · Coursera subscription (Coursera Plus); financial aid available · ~78 hoursFinance, marketing, ops and accounting basics that consulting hires already have.
Introduction to Operations ManagementFREEWharton / Coursera · course · free to enroll; certificate paid · ~16 hoursThe one course from that specialization most relevant to ops problem-solving.
Google Data Analytics Professional CertificateGoogle / Coursera · learning path · $49/mo after 7-day trial; most finish under $300 · ~180 hoursStructured path through spreadsheets, SQL, Tableau and R for non-analysts.
People AnalyticsFREEWharton / Coursera · course · free to enroll; certificate paid · ~12 hoursShort example of turning messy org data into executive decisions.
No certification is standard for BizOps: both current postings list none and instead ask for consulting/analytics backgrounds plus SQL; the two certs above are included only as occasional nice-to-haves. Glassdoor's Business Operations Analyst page not available. Consulting-to-BizOps pipeline is reflected in posting language ('business operations, data analytics, consulting') rather than a quantitative source.
Figures are US, from the sources listed, and change often; verify before deciding.