Torchlight® · 4 hours ago
Data Scientist
United States
Full-time
Remote
Mid Level
$133K/yr - $133K/yr
4+ years expTorchlight is looking for a strong statistical machine learning practitioner to design and productionize probabilistic models that infer affiliation from patterns and behavioral signals. This role has high ownership and a clear growth path: within 12–24 months, you will transition into Data Scientist Lead, heading all data science projects on the team.
GovernmentInformation TechnologyPredictive Analytics
No H1B
Security Clearance RequiredU.S. Citizen Only
Responsibilities
Develop and productionize statistical machine learning models for probabilistic country attribution based on browsing patterns and behavioral signals
Design and refine predictive models and statistical algorithms to improve accuracy and reliability of behavioral calculations
Work with petabyte-scale datasets to extract, clean, and analyze large volumes of behavioral data
Build scalable data pipelines and modeling workflows using Python and SQL
Collaborate with engineering and product teams to integrate models into production services
Create clear visualizations and reports to communicate model performance and insights
Own end-to-end algorithm development and model lifecycle management
Mentor junior team members as the role evolves into Data Scientist Lead
Qualification
Required
Ability to obtain DOD Secret Clearance
4–6 years of hands-on experience in statistical machine learning and predictive modeling
Strong statistical background with experience in probabilistic modeling
Proficiency in Python and SQL for data analysis and modeling
Experience working with big data at scale (experience with petabyte-scale datasets is a plus)
Bachelor's degree in Statistics, Mathematics, Computer Science, or another STEM field (required)
Demonstrated experience in algorithm development and productionizing ML models
Self-starter with high ownership and ability to drive projects independently
Preferred
Master's degree in a relevant field (strongly preferred)
Prior experience with geospatial data or geospatial analytics
Experience working in DoD or intelligence community environments
Familiarity with Looker, Tableau, or similar BI/visualization tools
Experience building services that generate probabilistic outputs from behavioral data
Company
Torchlight®
In a world of complex risks, Torchlight combines deep operational knowledge with AI-enabled behavioral analytics to foresee and mitigate emerging threats.
11-50 employees
Funding
Current Stage
Early StageLeadership Team
James Bourie
Chief Strategy Officer (CSO)
Recent News
Globe Newswire
2024-04-12
Company data provided by crunchbase