Market evidence report — actuarial-assistant
Source: 60 real job ads (JSearch API, countries: us 60), 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 |
35 |
58 % |
| junior |
18 |
30 % |
| senior |
6 |
10 % |
| n/a |
1 |
2 % |
Tools — full market ranking
| # |
Item |
Ads |
Share |
| 1 |
Microsoft Excel |
33 |
55 % |
| 2 |
SQL |
32 |
53 % |
| 3 |
Python |
22 |
37 % |
| 4 |
SAS |
14 |
23 % |
| 5 |
VBA |
12 |
20 % |
| 6 |
R language |
7 |
12 % |
| 7 |
Microsoft PowerPoint |
6 |
10 % |
| 8 |
AXIS |
4 |
7 % |
| 9 |
Microsoft Word |
4 |
7 % |
| 10 |
Power BI |
4 |
7 % |
| 11 |
R programming language |
4 |
7 % |
| 12 |
GGY Axis |
3 |
5 % |
| 13 |
Microsoft Access |
3 |
5 % |
Hard skills — full market ranking
| # |
Item |
Ads |
Share |
| 1 |
data analysis |
36 |
60 % |
| 2 |
actuarial modeling |
23 |
38 % |
| 3 |
statistical analysis |
14 |
23 % |
| 4 |
financial modeling |
11 |
18 % |
| 5 |
financial reporting |
10 |
17 % |
| 6 |
risk assessment |
9 |
15 % |
| 7 |
pricing |
8 |
13 % |
| 8 |
actuarial analysis |
7 |
12 % |
| 9 |
risk management |
7 |
12 % |
| 10 |
statistical modeling |
7 |
12 % |
| 11 |
financial analysis |
6 |
10 % |
| 12 |
project management |
6 |
10 % |
| 13 |
forecasting |
5 |
8 % |
| 14 |
model validation |
5 |
8 % |
| 15 |
predictive modeling |
5 |
8 % |
| 16 |
pricing analysis |
5 |
8 % |
| 17 |
valuation |
5 |
8 % |
| 18 |
profitability analysis |
4 |
7 % |
| 19 |
trend analysis |
4 |
7 % |
| 20 |
cost projection |
3 |
5 % |
| 21 |
process improvement |
3 |
5 % |
| 22 |
risk quantification |
3 |
5 % |
Methods — full market ranking
| # |
Item |
Ads |
Share |
| 1 |
benchmarking |
3 |
5 % |
| 2 |
machine learning |
3 |
5 % |
| 3 |
predictive modeling |
3 |
5 % |
| 4 |
value-based care |
3 |
5 % |
Responsibilities — full market ranking
| # |
Item |
Ads |
Share |
| 1 |
model development |
11 |
18 % |
| 2 |
data analysis |
10 |
17 % |
| 3 |
report preparation |
6 |
10 % |
| 4 |
process improvement |
5 |
8 % |
| 5 |
client communication |
3 |
5 % |
| 6 |
client deliverable preparation |
3 |
5 % |
| 7 |
data gathering |
3 |
5 % |
Job title variants in the market
| Title |
Ads |
| Actuarial Assistant |
4 |
| Actuarial Analyst |
3 |
| Senior Actuarial Analyst |
3 |
| Actuarial Analyst II |
2 |
| P&C Assistant Actuary |
2 |
| Actuarial Analyst I |
1 |
| Actuarial Analyst I - Pharmacy (Remote) |
1 |
| Actuarial Analyst II Health Care Pricing |
1 |
| Actuarial Assistant - E05 |
1 |
| Actuarial Assistant - Modeling (Charlotte, NC (Hybrid) or Remote) |
1 |
| Actuarial Assistant / Analyst |
1 |
| Actuarial Assistant |
Apply Now |
| Actuarial Assistant II - Actuarial Support (PAS5) |
1 |
| Actuarial Assistant: Model Validation & Analytics |
1 |
| Actuarial Associate |
1 |
| Actuarial Associate - IR Pricing & Product Development |
1 |
| Actuarial Associate (ASA) - Pharmacy (Remote) |
1 |
| Actuarial Associate, Insurance Risk Modeling |
1 |
| Actuarial Intern - Summer 2027 - Philadelphia (Remote) Health |
1 |
| Actuarial P&C Associate |
1 |
| Actuary - Value-Based Care |
1 |
| Actuary, Modeling |
1 |
| Assistant Actuarial Analyst, Pricing |
1 |
| Assistant Actuarial Analyst, Reserving |
1 |
| Assistant Director and Actuarial Associate |
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.
