Autonomous Vehicle Metrics and Evaluation Data Scientist - Analytics at Abridge

Austin, Texas, United States

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Not SpecifiedCompensation

Junior (1 to 2 years)Experience Level

Full TimeJob Type

UnknownVisa

Autonomous Vehicles, TechnologyIndustries

Requirements

2+ years of experience in data science, applied statistics, or metrics development
Proficiency in Python and SQL for data analysis
Strong background in statistical methods (e.g., A/B testing, confidence intervals, regression)
Experience designing metrics to evaluate complex systems (e.g., robotics, autonomous systems, or large-scale software)
Ability to communicate technical findings to cross-functional stakeholders
Authorized to work in the U.S. (no relocation sponsorship or remote work options available)

Responsibilities

Analyze data from real-world and simulated autonomous vehicle experiments to evaluate system performance
Develop and refine quantitative metrics (both rule-based and ML-driven) to assess driving behavior, safety, and passenger comfort
Apply statistical inference and hypothesis testing to validate the sensitivity and reliability of metrics
Collaborate with autonomy software, simulation, and safety teams to prioritize improvements based on data-driven insights
Build scalable data pipelines to automate metric computation and reporting
Review driving logs and participate in test rides to ground analyses in real-world performance

Skills

Key technologies and capabilities for this role

Data ScienceApplied StatisticsMachine LearningStatistical InferenceHypothesis TestingData PipelinesAutonomous VehiclesSimulation

Questions & Answers

Common questions about this position

What experience is required for this Data Scientist role?

Candidates need 2+ years of experience in data science, applied statistics, or metrics development, proficiency in Python and SQL for data analysis, a strong background in statistical methods like A/B testing and regression, experience designing metrics for complex systems, and the ability to communicate technical findings to stakeholders.

Is remote work available for this position?

No, remote work options are not available.

What is the salary or compensation for this role?

This information is not specified in the job description.

What is the team culture like at Abridge?

The team is dedicated to advancing autonomous driving technology through metrics and evaluation frameworks, working closely with engineering teams on real-world and simulated data to ensure safety and performance for self-driving systems.

What makes a strong candidate for this position?

A strong candidate will have the required 2+ years in data science or statistics, Python/SQL proficiency, statistical expertise, experience with metrics for complex systems like autonomous vehicles, and cross-functional communication skills; nice-to-haves like ML experience or big data tools strengthen applications.

Abridge

AI platform for clinical documentation automation

About Abridge

Abridge provides a platform that changes how medical conversations are documented in healthcare settings. Its main product allows healthcare providers to record patient visits, which are then transformed into organized clinical documents. This helps doctors and other healthcare professionals save time on paperwork, allowing them to concentrate more on caring for their patients. Abridge stands out from its competitors by focusing specifically on the needs of healthcare providers, payers, and pharmaceutical companies, offering a solution that improves both documentation efficiency and patient outcomes. The goal of Abridge is to enhance the quality of patient care while making the documentation process easier for healthcare professionals.

Pittsburgh, PennsylvaniaHeadquarters

2018Year Founded

$201.8MTotal Funding

SERIES_CCompany Stage

AI & Machine Learning, HealthcareIndustries

51-200Employees

Benefits

Medical insurance

Dental Insurance

Vision Insurance

Unlimited Paid Time Off

Equity

Flexible Spending (FSA) & Health Savings (HSA) Accounts

Learning and Development budget

401k Plan

Paid Parental Leave

Flexible working hours

Home Office Budget

Sabbatical Leave

Risks

Rapid expansion may strain Abridge's resources and affect service quality.

Integration challenges with EHR systems could disrupt workflows and data consistency.

Data privacy concerns in AI applications may lead to regulatory scrutiny.

Differentiation

Abridge transforms medical conversations into actionable clinical documentation using AI.

The platform supports over 28 languages and 50+ medical specialties.

Abridge's integration with EMR systems enhances clinician efficiency and patient care.

Upsides

Abridge's partnership with Mayo Clinic expands its reach to over 1 million patients.

The $150 million Series C funding accelerates AI technology development and integration.

Abridge's multilingual capabilities improve communication in diverse patient populations.

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