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Machine learning to help lenders collect and analyze documents to fund loans faster

Data Scientist

$125k – $175k • 0.01% – 0.5%
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Data Scientist
https://www.informed.iq
San Francisco
Full-time

Our Company
Informed, Inc. is a well-funded Series A start-up in San Francisco helping banks automate loan funding and account opening by turning documents into decisions. Informed’s software-as-a-service enables banks to reduce manual costs, catch fraud, and accelerate their digital transformation initiatives using machine learning and robotic process automation to automate income verification, identity verification, residence verification, and insurance verification.

Responsibilities
Lead us in increasing our customers’ return on investment. Help us evaluate our software’s performance across a myriad of our customers’ use cases and cluster together common instances where our software is unable to classify documents or extract entities so we can focus our Engineering efforts.
Lead our banking partners in assessing how the lifetime value of their applicants and borrowers varies based on the contents of the loan jackets.
Work with Product Management and Engineering to quantify the impact of new features/bug for backlog prioritization.
Build ETL pipelines that enable for regular reporting on SLAs to customers as well as deep analytical research into our customers’ loan jackets
Develop unified data schemas and tables. Define the data warehousing strategy.
Develop and automate reports, iteratively build and prototype dashboards to provide insights at scale, solving for business and customer priorities.
Triage data pipeline issues and drive their resolution. Implement and operate our cloud-based data infrastructure.
Work with Engineering leadership to make decisions on building vs buying components of the data warehousing and analytics solution.
Maintain and improve data security practices to protect and destroy NPPI/PII.

About You
5+ years of industry experience as a product manager, data scientist, or similar role in Series B or later start-ups.
5+ years experience working with data warehouses, developing customized ETLs, schema design, and writing SQL queries.
Fluency in data analysis and communication, including defining a metrics strategy, conducting exploratory data analysis, and crafting data-driven reports and visualizations.
BS/MS/PhD in Computer Science, Engineering, or equivalent technical or analytical field.
Advanced knowledge of a scientific computing language (such as R or Python) and SQL, and familiarity with at least one object oriented language.
Ability to thrive in a start-up, self-motivate, and own projects end-to-end.
Ability to write thorough, scalable and clear documentation.
An inquisitive nature in diving into data inconsistencies to pinpoint issues.
The ability to communicate cross-functionally, derive requirements and architect solutions.

Benefits and Perks
Competitive salary and stock options
Daily lunch catered to our sunny office in SOMA (across from Caltrain!)
Healthcare, dental, and vision partially paid by company
Two weeks of paid time-off in addition to seven paid company holidays

Informed, Inc. is an EEO employer that actively pursues and hires a diverse workforce. We do not make hiring or employment decisions on the basis of race, color, religion or religious belief, ethnic or national origin, nationality, sex, gender, gender-identity, sexual orientation, disability, age, military or veteran status, or any other basis protected by applicable local, state, or federal laws. We strive to create a healthy and safe workplace where harassment of any kind is strictly prohibited. Pursuant to the San Francisco Fair Chance Ordinance, we will consider for employment qualified applicants with arrest and conviction records.

Informed at a glance

Machine learning to help lenders collect and analyze documents to fund loans faster

Informed focuses on Finance Technology. Their company has offices in San Francisco. They have a small team that's between 11-50 employees.

You can view their website at https://www.driveinformed.com/ or find them on LinkedIn.

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