Harnham ยท 1 day ago
Data Scientist - Stats Focus
Harnham is seeking a Data Scientist with strong statistical expertise to support data-informed decisions within their autonomous vehicle platform. The role involves designing experiments, analyzing vehicle data, and applying statistical methods to assess system performance, safety, and reliability.
Responsibilities
Design and analyze A/B tests and experiments to evaluate AV system performance and algorithm changes
Build statistical models (regression, time series, ANOVA) to analyze vehicle behavior and fleet performance across millions of miles
Develop metrics and KPIs to measure safety and reliability using hypothesis testing and confidence intervals
Perform segmentation analysis across driving scenarios to identify performance patterns and improvement areas
Conduct failure analysis and anomaly detection using statistical methods
Build data pipelines and automated reporting for continuous fleet monitoring
Partner with engineering teams to translate insights into actionable recommendations
Qualification
Required
Strong foundation in statistics and experimental design (hypothesis testing, regression, time series, A/B testing)
Expert Python proficiency with statistical libraries (statsmodels, SciPy, NumPy, scikit-learn, Pandas)
Solid SQL skills and experience with distributed computing (Spark, Hadoop)
Data visualization experience (Matplotlib, Plotly, Tableau)
Strong communication skills to explain complex statistical concepts to technical teams
Preferred
Experience with autonomous vehicles, robotics, or sensor data
Bayesian methods and causal inference knowledge
Background in safety analysis or reliability engineering
Experience with R or SAS
Company
Harnham
Harnham has actively chosen to focus on Data and Analytics.
H1B Sponsorship
Harnham has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2024 (1)
Funding
Current Stage
Growth StageTotal Funding
unknownKey Investors
BGF Ventures
2022-05-01Seed
Recent News
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