4.4 KiB
4.4 KiB
Market evidence report — actuarial-consultant
Source: 59 real job ads (JSearch API, countries: us 59), extracted into the MSSQL evidence store; as of 2026-07-08. This report contains extracted, aggregated facts only — no ad text is reproduced (copyright / platform terms).
Seniority distribution
| Seniority | Ads | Share |
|---|---|---|
| mid | 34 | 58 % |
| senior | 18 | 31 % |
| lead | 5 | 8 % |
| junior | 2 | 3 % |
Tools — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | Microsoft Excel | 19 | 32 % |
| 2 | Python | 17 | 29 % |
| 3 | SQL | 17 | 29 % |
| 4 | VBA | 8 | 14 % |
| 5 | Microsoft Word | 5 | 8 % |
| 6 | SAS | 5 | 8 % |
| 7 | Microsoft PowerPoint | 4 | 7 % |
| 8 | Teradata | 3 | 5 % |
Hard skills — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | data analysis | 31 | 53 % |
| 2 | actuarial analysis | 19 | 32 % |
| 3 | statistical modeling | 13 | 22 % |
| 4 | actuarial modeling | 10 | 17 % |
| 5 | project management | 10 | 17 % |
| 6 | risk assessment | 7 | 12 % |
| 7 | financial modeling | 5 | 8 % |
| 8 | reserving | 5 | 8 % |
| 9 | valuation | 5 | 8 % |
| 10 | actuarial consulting | 4 | 7 % |
| 11 | forecasting | 4 | 7 % |
| 12 | pricing | 4 | 7 % |
| 13 | pricing analysis | 4 | 7 % |
| 14 | pricing strategy | 4 | 7 % |
| 15 | problem solving | 4 | 7 % |
| 16 | product pricing | 4 | 7 % |
| 17 | ratemaking | 4 | 7 % |
| 18 | risk management | 4 | 7 % |
| 19 | client communication | 3 | 5 % |
| 20 | cost sharing analysis | 3 | 5 % |
| 21 | financial analysis | 3 | 5 % |
| 22 | financial reporting | 3 | 5 % |
| 23 | financial status measurement | 3 | 5 % |
| 24 | ibnr level setting | 3 | 5 % |
| 25 | plan design | 3 | 5 % |
| 26 | profitability monitoring | 3 | 5 % |
| 27 | renewal projections analysis | 3 | 5 % |
| 28 | risk adjustment | 3 | 5 % |
| 29 | risk analysis | 3 | 5 % |
Methods — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | project management | 6 | 10 % |
| 2 | actuarial standards of practice | 3 | 5 % |
| 3 | predictive analytics | 3 | 5 % |
| 4 | statistical modeling | 3 | 5 % |
Responsibilities — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | stakeholder communication | 8 | 14 % |
| 2 | client communication | 7 | 12 % |
| 3 | data analysis | 7 | 12 % |
| 4 | relationship building | 7 | 12 % |
| 5 | process improvement | 6 | 10 % |
| 6 | team leadership | 5 | 8 % |
| 7 | project management | 4 | 7 % |
| 8 | rate filing review | 4 | 7 % |
| 9 | regulatory compliance | 4 | 7 % |
| 10 | report preparation | 4 | 7 % |
| 11 | client healthcare plan assessment | 3 | 5 % |
| 12 | client project management | 3 | 5 % |
| 13 | client service delivery | 3 | 5 % |
| 14 | junior staff mentoring | 3 | 5 % |
| 15 | model development | 3 | 5 % |
| 16 | proposal preparation | 3 | 5 % |
| 17 | recommendation development | 3 | 5 % |
| 18 | strategy development | 3 | 5 % |
| 19 | team member mentoring | 3 | 5 % |
| 20 | team mentoring | 3 | 5 % |
Job title variants in the market
| Title | Ads |
|---|---|
| Actuarial Consultant | 3 |
| Actuarial Consultant - Social, Healthcare and Public Entities | 3 |
| Sr. Financial and Actuarial Consultant - Remote / Hybrid | 3 |
| Actuarial Consultant, Predictive Modeling - Remote | 2 |
| Health & Benefits Actuarial Consulting Analyst | 2 |
| Senior Actuarial Consultant, Large Account Pricing | 2 |
| Actuarial Analyst | 1 |
| Actuarial Associate Trainee | 1 |
| Actuarial Business Analyst | 1 |
| Actuarial Consultant - Commercial Pharmacy | 1 |
| Actuarial Consultant - Pharmacy Analytics | 1 |
| Actuarial Consultant - Remote - Fort Washington, PA Preferred | 1 |
| Actuarial Consultant - Reserving (Work Comp/Commercial Auto) | 1 |
| Actuarial Consultant Prairie, MN 8 | 1 |
| Actuarial Consultant- US Locations (Remote/Hybrid) | 1 |
| Actuary - Remote | 1 |
| Actuary & AVP (P&C Pricing) | 1 |
| Actuary (Risk Management) | 1 |
| Actuary Consultant | 1 |
| Actuary- Hybrid | 1 |
| Associate Actuarial Consultant | 1 |
| Associate Actuarial Consultant - Commercial Property | 1 |
| CHIEF ACTUARY | 1 |
| Consulting Actuary | 1 |
| Director & Actuary, Personal Lines Pricing | 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.