Lead Analyst, Autonomous Driving at Abridge

Austin, Texas, United States

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Not SpecifiedCompensation

Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Autonomous Vehicles, TechnologyIndustries

Requirements

4+ years in analytics for a large-scale or complex technology product
Strong background in statistical reasoning and methods for evaluating change and uncertainty
Strong Python and SQL; ability to independently run experiments and ship analyses and pipelines end to end
Proven technical leadership, mentoring, and hiring experience in analytics
Authorized to work in the U.S. (no relocation sponsorship or remote work options)

Responsibilities

Understand autonomous driving technology deeply across behavior and hardware; evaluate platform health and system behavior; define metrics and metric hierarchy to quantify technology quality
Help build and lead the team: contribute to team formation, participate in hiring and leveling up analysts, set direction for an evaluation focus area, collaborate with technology leaders and teams building data infrastructure and analytics tools
Be hands-on with experiments: design, run, and interpret experiments using solid statistical methods; analyze results and translate them into well-supported decisions
Build and automate analysis: collaborate with data engineers and backend developers to assemble datasets and productionize analysis pipelines that automate recurring computations with attention to performance and reliability

Skills

Key technologies and capabilities for this role

Autonomous DrivingData AnalysisStatistical MethodsExperiment DesignMetrics DefinitionSimulation DataReal-World Driving DataAnalytics PipelinesData EngineeringLeadershipHiringTeam Building

Questions & Answers

Common questions about this position

What experience is required for the Lead Analyst role?

Candidates need 4+ years in analytics for a large-scale or complex technology product, along with strong statistical reasoning, Python and SQL coding skills, and proven technical leadership including mentoring and hiring.

Is remote work available for this position?

This information is not specified in the job description.

What does the team focus on in this role?

The team evaluates autonomous driving technology end-to-end using simulation data, real-world driving data, structured test results, and human-labeled data to assess performance, safety, and launch readiness.

What salary or compensation is offered?

This information is not specified in the job description.

What makes a strong candidate for this Lead Analyst position?

A strong candidate has 4+ years of analytics experience in complex tech products, strong Python/SQL skills for end-to-end experiments and pipelines, statistical expertise, and proven leadership in mentoring and hiring analysts.

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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