Impact Advisors, LLC is a nationally recognized healthcare management consulting firm delivering Best in KLAS advisory, implementation, and optimization services. We are driven by a commitment to exceed client expectations and are proud to be a trusted partner to many of the nation's leading healthcare organizations. Our mission to drive patient-centered, value-driven outcomes has earned us prestigious industry accolades. To learn more about us, visit ;br>
About UsImpact Advisors, LLC is a nationally recognized healthcare management consulting firm delivering Best in KLAS advisory, implementation, and optimization services. We are driven by a commitment to exceed client expectations and are proud to be a trusted partner to many of the nation's leading healthcare organizations. Our mission to drive patient-centered, value-driven outcomes has earned us prestigious industry accolades. To learn more about us, visit ;br>
Job OverviewImpact Advisors is building a security product for health systems, and this is a founding role on it.
The position requires behavioral modeling at scale: establishing baselines across large populations, detecting deviation, and delivering models that perform reliably in production within customer environments. Source data is varied and often not structured for security use, so the work spans raw data through to deployed models.
The successful candidate will own the analytical layer end to end, including feature development, modeling, evaluation, deployment and ongoing operation. Candidates are expected to come from cyber security or an adjacent domain in which the same problem shape occurs, such as fraud, abuse, payments risk or insider risk.
ResponsibilitiesModeling and analysis- Profile unfamiliar data, assess what it supports, and establish baselines for users, roles, devices and systems
- Develop detection and scoring approaches using methods appropriate to the problem, including peer group comparison, clustering, classification, outlier detection and time series
- Tune models against production data, reduce false positives without loss of coverage, and maintain performance as underlying systems change
- Define evaluation criteria, measurement methods and drift detection
Data and delivery- Build the data path supporting the models, from ingestion and normalization through to reliably computed features
- Own deployment and ongoing operation of models in production
- Develop visualizations that allow customer security leads to interpret and challenge model output
Applied AI- Select the appropriate model for each task across statistical, classical machine learning and language model approaches, and justify the selection
- Apply small and local models where deployment constraints require them
- Use AI coding tools as part of standard development practice
Qualifications- Bachelor's degree or higher in engineering, mathematics, statistics or computer science
- 5+ years applying data science to a security, fraud, abuse or risk domain, including models deployed to production
- Advanced proficiency in Python and SQL, with experience at data volumes where tooling selection affects outcomes
- Demonstrated anomaly detection experience: population baselining, peer group comparison, and data-derived thresholds
- Ability to reason about base rates and alert volume, including deriving required precision from population size and alert capacity
- Experience building data pipelines
- Experience deploying and maintaining models in production, including versioning, monitoring and retraining
- Hands-on experience applying language models in production
- Clear written and verbal communication of technical findings to non-technical audiences
Additional InformationAt Impact Advisors, we are committed to transparency and equity in our compensation practices. The compensation for this role includes a salary range of
$95,000-180,000. For salaried positions, this role may also be eligible for an annual performance bonus. Additional benefits and perks may also be available, depending on the position and employment terms.
This range reflects consideration of several factors, including skills, experience, training, certifications, and organizational needs.
Our People and CultureAt Impact Advisors, we cultivate a caring, fun, honest, and autonomous work environment. Our success stems from our associates' dedication and a shared mission to create a
"Positive Impact." We embrace diversity and inclusion, fostering an environment where all employees feel valued and empowered.
Join Impact Advisors and make a real difference in healthcare.For salaried positions, this role may also be eligible for an annual performance bonus. Additional benefits and perks may also be available, depending on the position and employment terms. This range reflects consideration of several factors, including skills, experience, training, certifications, and organizational needs.
Our People and CultureAt Impact Advisors, we cultivate a caring, fun, honest, and autonomous work environment. Our success stems from our associates' dedication and a shared mission to create a "Positive Impact." We embrace diversity and inclusion, fostering an environment where all employees feel valued and empowered.
Join Impact Advisors and make a real difference in healthcare.
