109 lines
3.5 KiB
Markdown
109 lines
3.5 KiB
Markdown
# Market evidence report — commodity-broker
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Source: **26 real job ads** (JSearch API, countries: us 26), extracted into the MSSQL evidence store; as of 2026-07-10.
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This report contains extracted, aggregated facts only — no ad text is
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reproduced (copyright / platform terms).
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## Seniority distribution
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| Seniority | Ads | Share |
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|---|---|---|
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| mid | 17 | 65 % |
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| junior | 6 | 23 % |
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| senior | 2 | 8 % |
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| n/a | 1 | 4 % |
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## Tools — full market ranking
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| # | Item | Ads | Share |
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|---|---|---|---|
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| 1 | Microsoft Excel | 8 | 31 % |
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| 2 | Python | 5 | 19 % |
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| 3 | VBA | 5 | 19 % |
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| 4 | SQL | 4 | 15 % |
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## Hard skills — full market ranking
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| # | Item | Ads | Share |
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|---|---|---|---|
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| 1 | risk management | 9 | 35 % |
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| 2 | market analysis | 8 | 31 % |
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| 3 | commodity trading | 7 | 27 % |
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| 4 | business development | 4 | 15 % |
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| 5 | contract negotiation | 4 | 15 % |
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| 6 | data analysis | 4 | 15 % |
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| 7 | statistical modeling | 4 | 15 % |
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| 8 | trade execution | 4 | 15 % |
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| 9 | lead generation | 3 | 12 % |
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| 10 | market research | 3 | 12 % |
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| 11 | negotiation | 3 | 12 % |
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| 12 | options trading | 3 | 12 % |
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| 13 | problem solving | 3 | 12 % |
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| 14 | regulatory compliance | 3 | 12 % |
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| 15 | relationship building | 3 | 12 % |
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## Methods — full market ranking
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| # | Item | Ads | Share |
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|---|---|---|---|
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| 1 | voice broking | 3 | 12 % |
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## Responsibilities — full market ranking
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| # | Item | Ads | Share |
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|---|---|---|---|
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| 1 | opportunity identification | 4 | 15 % |
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| 2 | client onboarding | 3 | 12 % |
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| 3 | market monitoring | 3 | 12 % |
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| 4 | relationship building | 3 | 12 % |
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| 5 | relationship maintenance | 3 | 12 % |
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| 6 | trade arrangement | 3 | 12 % |
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## Regional breakdown
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> **Corpus note:** 26 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative.
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### US (us)
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**Insufficient evidence** — 26 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
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### UK (gb)
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**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
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### EU/DACH (de, at, ch, nl)
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**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
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## Job title variants in the market
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| Title | Ads |
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|---|---|
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| Agriculture Broker | 2 |
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| Commodity Trader-Lumber, Metals, Ag, Coal, Hardwoods | 2 |
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| Commodities Broker | 1 |
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| Cross Commodity Options Broker at Freight Investor Services Ltd. Stamford, CT | 1 |
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| Director of Commodity Merchandising | 1 |
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| EQD and Commodities Futures Trading Desk Specialist at Innova Solutions New York, NY | 1 |
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| Experienced Trader (DV Commodities) | 1 |
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| Experienced Trader DV Commodities | 1 |
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| Fuel Oil Broker | 1 |
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| Global Fuel Oil Broker — Physical Trades & Arbitrage | 1 |
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| Graduate Trader (DV Commodities) | 1 |
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| Graduate Trader DV Commodities | 1 |
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| Grain Broker & Risk Advisor | 1 |
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| Junior Broker, EQD - VN2556 | 1 |
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| Junior Commodity Broker | 1 |
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| Lumber Trader-USA | 1 |
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| Metals Trader | 1 |
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| Middle East Bunker Broker | 1 |
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| NGL/Nat Gas Options Broker | 1 |
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| NY Commodities Trader Options & Delta-1 Desk | 1 |
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| Physical Commodity Trader | 1 |
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| QIS Commodities Trader | 1 |
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| Trader Trainee — Build Your Own Commodity Book | 1 |
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| Trader Trainee - Industrial Minerals | 1 |
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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.
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