Staff Data Scientist - Wallet Authorization and Profiles at ID.me

McLean, Virginia, United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Technology, Identity Management, Government, HealthcareIndustries

Requirements

7+ years of hands-on experience in data science for a SaaS company or a mature startup
BS/MS in Data Science or a related quantitative or scientific field
Strong skills in SQL and Python
Experience with using ML libraries - pandas, numpy, sklearn, scipy, etc
Strong background in Statistics
Experience inges

Responsibilities

Analyze large datasets to understand patterns and trends in member behavior and data accuracy. Develop algorithms and models to integrate member data seamlessly across various platforms, ensuring data integrity and relevance in real-time during member authentication processes
Design and deploy machine learning models to predict member data changes, such as address or contact information updates. Use predictive analytics to anticipate member needs and reduce friction in updating and authorizing data across multiple platforms
Implement robust data validation and cleansing techniques to ensure the accuracy and quality of data used across the network. Continuously monitor data quality metrics and develop automated systems to correct inconsistencies and errors in real-time
Lead initiatives to create dynamic member profiles that align with various use cases and contexts, enhancing personalization and relevance of data. Work closely with the UX team to integrate these profiles into partner authentication screens and ID.me's own interfaces effectively
Collaborate with technical teams, product managers, and business stakeholders to enhance the ID.me platform's functionality, focusing on data governance and the secure sharing of sensitive information. Ensure that all data handling complies with relevant regulations and ethical standards
Develop and oversee data governance policies that support scalable, secure, and efficient data operations. Advise on the strategic use of data and analytics to drive business decisions and improve the member experience
Provide technical guidance, mentorship, coaching and/or training to junior Data Scientist

Skills

Key technologies and capabilities for this role

Data AnalysisMachine LearningPredictive ModelingAlgorithmsData IntegrationLarge Datasets

Questions & Answers

Common questions about this position

What is the salary range for the Staff Data Scientist position?

This information is not specified in the job description.

Is this Staff Data Scientist role remote or does it require office work?

This information is not specified in the job description.

What key skills are required for the Staff Data Scientist role?

The role requires skills in analyzing large datasets, developing machine learning models and predictive analytics, implementing data validation and cleansing, and leading profile management initiatives.

What is the company culture like at ID.me for this data science role?

The role involves pioneering the Data Science function and cross-functional collaboration with technical teams, product managers, and business stakeholders to enhance the platform.

What makes a strong candidate for the Staff Data Scientist position?

Strong candidates will have expertise in data analysis, machine learning, predictive modeling, data quality assurance, and the ability to innovate in profile management while collaborating cross-functionally.

ID.me

Digital identity verification for secure access

About ID.me

ID.me provides a platform for digital identity verification, allowing individuals to prove and share their identity online. Users create a verified digital identity that can be used to access various services and discounts from partner companies. This process helps businesses ensure that only eligible individuals receive specific offers, which reduces fraud and enhances security. ID.me primarily serves military personnel, first responders, students, teachers, nurses, medical professionals, and government employees, making it particularly valuable in sectors like e-commerce, healthcare, government services, and education. Unlike its competitors, ID.me focuses on building trust between businesses and customers by offering a streamlined verification process that complies with regulatory requirements. The company's goal is to simplify identity verification while providing secure access to services and discounts.

McLean, VirginiaHeadquarters

2010Year Founded

$279.5MTotal Funding

SERIES_DCompany Stage

Government & Public Sector, Cybersecurity, HealthcareIndustries

1,001-5,000Employees

Benefits

Health Insurance

Dental Insurance

Vision Insurance

Life Insurance

Disability Insurance

Health Savings Account/Flexible Spending Account

Unlimited Paid Time Off

Paid Vacation

401(k) Company Match

401(k) Retirement Plan

Parental Leave

Employee Assistance Program

Pet Insurance

Travel Assistance Program

Wellbeing and Childcare Discounts

Referral Bonus

Learning and Development Benefit

Risks

Increased competition from new digital identity startups threatens ID.me's market share.

Privacy concerns and regulatory scrutiny could impact ID.me's data handling practices.

Technical challenges in scaling video chat services may lead to customer dissatisfaction.

Differentiation

ID.me is the only provider offering video chat for identity verification.

The company serves diverse sectors, including government, retail, and healthcare.

ID.me's platform is NIST 800-63-3 IAL2/AAL2 conformant, ensuring high security standards.

Upsides

ID.me's valuation increased to $1.8 billion, showing strong investor confidence.

Partnerships with government agencies enhance ID.me's credibility and market reach.

The growing demand for digital identity verification boosts ID.me's market potential.

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