revenue forecasting jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-10-01, revenue forecasting appears in 121 job postings indexed by Skillenai over the past 90 days — Product Manager has the most postings mentioning revenue forecasting.
Last updated · 90d ending 2026-10-01
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Frequently asked questions about revenue forecasting
+Is revenue forecasting in demand in 2026?
Yes. revenue forecasting appears in 121 job postings indexed by Skillenai over the 90 days ending 2026-10-01. Product Manager accounts for the most postings mentioning revenue forecasting (14.9% of all postings mentioning revenue forecasting).
+What jobs require revenue forecasting?
According to the Skillenai jobs index over the 90 days ending 2026-10-01, among roles with at least 20 postings, the highest shares mentioning revenue forecasting are FP&A Manager (9.8% of that role’s postings mention revenue forecasting), Sales Executive (8.3% of that role’s postings mention revenue forecasting), Sales Director (6.2% of that role’s postings mention revenue forecasting).
+What skills are commonly paired with revenue forecasting?
Across job postings indexed by Skillenai (90 days ending 2026-10-01), revenue forecasting most often appears alongside financial modeling, SQL, Tableau, Salesforce, Data analysis.
+Where is revenue forecasting most in demand?
As of 2026-10-01, the metro areas posting the most jobs requiring revenue forecasting are New York City, Singapore, Atlanta, Chicago, Los Angeles, according to the Skillenai jobs index.
+How can I keep up with new revenue forecasting content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning revenue forecasting alongside the jobs index. You can subscribe to a daily email digest of new revenue forecasting content from your Skillenai account.
+Which skills come before and after revenue forecasting?
The skill-flow chart shows skills documented in adjacent positions across observed employer changes. An outgoing skill is documented in the following position but not the preceding one. These are ideas to explore, not proven prerequisites, acquisition dates, or levels of mastery. Each ribbon counts employer moves with that skill pair; one move can contribute several pairs.
Weekly indexed postings requiring revenue forecasting — last 90 days
Career paths around revenue forecasting
Skills documented before and after this skill across employer changes.
Historical career profiles · all locations
Skills before revenue forecasting
Skills after revenue forecasting
How to read this chart · view counts
Each side is an independent set of observed employer moves, not the same people followed through three stages. Ribbon widths compare move counts within that side. Internal moves are not included.
The following position documents a skill that the preceding position does not. Skills must be linked to both positions, with clear dates and no overlap. One move can connect several skill pairs. These patterns suggest skills to explore; they do not establish prerequisites, when a skill was learned, or a higher skill level.
Source: Skillenai talent graph, historical career profiles. Historical descriptions and coverage can change. Only the leading published connections are shown.
| Connection | Moves |
|---|---|
| Before: Salesforce CPQ | 2 |
| Before: Finance & Accounting | 1 |
| Before: predictive analysis | 1 |
| Before: Salesforce-Siebel CRM communication | 1 |
| Before: automation | 1 |
| Before: go/no-go reviews | 1 |
| Before: inventory tracking | 1 |
| Before: REST APIs | 1 |
| After: sql | 3 |
| After: market sentiment | 1 |
| After: NLP | 1 |
| After: image classification | 1 |
| After: SageMaker Ground Truth | 1 |
| After: secure API integrations | 1 |
| After: financial data exchange | 1 |
| After: Streaming data architectures | 1 |
Roles most likely to require revenue forecasting
Among roles with at least 20 postings in the same period.
| Role | Postings mentioning skill | % of role postings mentioning skill |
|---|---|---|
| FP&A Manager | 4 | 9.8% |
| Sales Executive | 2 | 8.3% |
| Sales Director | 2 | 6.2% |
| Commercial Analytics Manager | 1 | 4.5% |
| General Manager | 1 | 4.2% |
| Sales Operations Manager | 1 | 3.6% |
| Business Operations Manager | 1 | 2.9% |
| FP&A Analyst | 1 | 2.3% |
| Engagement Manager | 1 | 2.0% |
| Sales Specialist | 1 | 1.8% |
Roles with the most revenue forecasting postings
| Role | Postings mentioning skill | Share of skill postings |
|---|---|---|
| Product Manager | 18 | 14.9% |
| Program Manager | 7 | 5.8% |
| Data Scientist | 6 | 5.0% |
| Business Analyst | 4 | 3.3% |
| FP&A Manager | 4 | 3.3% |
| Analytics & Insights Director | 2 | 1.7% |
| Analytics Product Sales Lead | 2 | 1.7% |
| Commercial Performance Manager | 2 | 1.7% |
| Data Engineering Solutions Specialist | 2 | 1.7% |
| FP&A Director | 2 | 1.7% |
Top companies posting jobs requiring revenue forecasting
Employers ranked by indexed job postings in the last 90 days.
| Company | Postings · 90 days |
|---|---|
| Snowflake | 4 |
| Airbnb | 3 |
| Stripe | 3 |
| Genentech | 3 |
| Anthropic | 3 |
| Littelfuse | 3 |
| Leovegasgroup | 3 |
| Northzone | 2 |
| Twilio | 2 |
| OpenAI | 2 |
Job postings indexed over the past 90 days, grouped by resolved employer. Counts are postings, not hires. Companies without a published page appear without a link.
Top metros hiring for revenue forecasting
| Name | Postings | Share |
|---|---|---|
| New York City | 8 | 6.6% |
| Singapore | 4 | 3.3% |
| Atlanta | 3 | 2.5% |
| Chicago | 3 | 2.5% |
| Los Angeles | 3 | 2.5% |
| San Francisco | 3 | 2.5% |
| South San Francisco | 3 | 2.5% |
| Sunnyvale | 3 | 2.5% |
| Toronto | 3 | 2.5% |
Skills commonly paired with revenue forecasting
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-10-01. Skills are resolved against the Skillenai canonical taxonomy, so the same entity is counted whether a posting writes 'Python', 'Python 3', or 'python'. Role prevalence divides postings mentioning revenue forecasting by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s revenue forecasting postings by all revenue forecasting postings, including postings without a role. Shares need not sum to 100% for the displayed roles. Pages refresh weekly (or daily for the top-50 most-requested skills). An adjusted trend is not shown because comparable posting coverage is insufficient.
- source
- Skillenai jobs index, deduplicated daily
- entity_id
- 00628218f6d32702
- data_as_of
- 2026-10-01
- window_days
- 90
The demand, skills, and geo numbers on this page come from the same Skillenai labor market index that powers our API. Use it for compensation benchmarking, hiring-competition analysis, and skill-adoption tracking.
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