AI Benchmark Designer: Advanced Statistical Challenges

Mercor

Los Angeles (CA)

On-site

USD 120,000 - 180,000

Full time

14 days+

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Job summary

Mercor is seeking a Computational Statistics and Applied Mathematics Expert to design challenging graduate-level problems that require using specialized statistical and scientific software. You will test problems against cutting-edge AI models, refine them through iterative evaluation, and build tasks that require strategic planning and multi-step workflows.

The role emphasizes deep domain expertise in statistics or applied mathematics, with hands-on experience using packages like rstan, brms,

Qualifications

  • Graduate-level training in statistics, applied mathematics, or a closely related quantitative field.
  • Proven proficiency with at least one specialized statistical, mathematical, or scientific software package, demonstrated through research publications, open-source contributions, or professional work.
  • Strong Python skills — you'll be writing problem setups, oracle functions, and solution validators

Responsibilities

  • Design original graduate-level problems that require skilled use of specialized statistical, mathematical, or scientific software packages.
  • Test problems against state-of-the-art AI models and refine them to hit target difficulty.
  • Plan sequences of queries or experiments to uncover information not directly visible and read partial results strategically.
  • Refine problem designs through multiple iterations to ensure rigorous evaluation of AI systems.

Skills

Strong Python skills
Puzzle designer mindset
Independent work

Education

MS/PhD in statistics or applied mathematics

Tools

rstan
cmdstanr
rjags
runjags
brms
rstanarm
nimble
bayesplot
OpenMx
lavaan
TDAstats
TDApplied
deSolve
pomp
FME
KFAS
MARSS
forecast
tseries
spatstat
mclust
nlme
mgcv
lme4

Job description

Mercor is seeking a Computational Statistics and Applied Mathematics Expert to design challenging graduate-level problems that require using specialized statistical and scientific software. You will test problems against cutting-edge AI models, refine them through iterative evaluation, and build tasks that require strategic planning and multi-step workflows.

The role emphasizes deep domain expertise in statistics or applied mathematics, with hands-on experience using packages like rstan, brms,

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