# Market evidence report — securities-analyst

Source: **14 real job ads** (JSearch API, countries: us 14), extracted into the MSSQL evidence store; as of 2026-07-19.
This report contains extracted, aggregated facts only — no ad text is
reproduced (copyright / platform terms).

## Seniority distribution

| Seniority | Ads | Share |
|---|---|---|
| mid | 7 | 50 % |
| junior | 4 | 29 % |
| senior | 2 | 14 % |
| n/a | 1 | 7 % |

## Tools — full market ranking

| # | Item | Ads | Share |
|---|---|---|---|
| 1 | Microsoft Excel | 8 | 57 % |
| 2 | Microsoft PowerPoint | 3 | 21 % |
| 3 | Microsoft Word | 3 | 21 % |

## Hard skills — full market ranking

| # | Item | Ads | Share |
|---|---|---|---|
| 1 | financial modeling | 9 | 64 % |
| 2 | equity research | 4 | 29 % |
| 3 | financial analysis | 3 | 21 % |
| 4 | fundamental research | 3 | 21 % |
| 5 | investment analysis | 3 | 21 % |
| 6 | market research | 3 | 21 % |

## Methods — full market ranking

| # | Item | Ads | Share |
|---|---|---|---|

## Responsibilities — full market ranking

| # | Item | Ads | Share |
|---|---|---|---|
| 1 | financial model building | 4 | 29 % |
| 2 | relationship building | 3 | 21 % |
| 3 | report writing | 3 | 21 % |

## Regional breakdown

> **Corpus note:** 14 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative.

### US (us)

**Insufficient evidence** — 14 ads (minimum for a regional ranking: 30). No ranking is reported for this region.

### UK (gb)

**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.

### EU/DACH (de, at, ch, nl)

**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.


## Job title variants in the market

| Title | Ads |
|---|---|
| Advisory Associate, Equity Research | 1 |
| Analyst/ Associate - Equity Research, Business & Information Services | 1 |
| Analyst/ Associate - Equity Research, US Biopharma (Large-Cap & Mid-Cap) | 1 |
| Asset Management - Equity Research Analyst Payments and Business Services - Associate | 1 |
| Equity Analyst, Industrials | 1 |
| Equity Associate Analyst (Technology, Media & Telecommunication Team) – Baltimore | 1 |
| Equity Research Analyst - Media, Entertainment and Internet | Richmond, VA, USA | 1 |
| Equity Research Analyst/Associate- Payments, Processors & IT Services | 1 |
| Equity Research Associate Analyst - Business Services | 1 |
| Equity Research Associate, Capital Appreciation (Hybrid) | 1 |
| Equity Research Expert: SEC Filings Analysis (4-Week, Part Time) | 1 |
| Executive Director, Equity Research, Senior Analyst - REITs | 1 |
| Research Associate | 1 |
| US Equity Research REITs - Associate \/VP - Military Veterans | 1 |

Methodology: entities extracted per ad ({hard_skills, tools, methods, responsibilities, seniority}), normalized, counted as DISTINCT ads per entity; report threshold ≥ 3 ads. Headline sections in skills.md/tools.md use the stricter ≥ 20 % threshold.