Adriana Victoria Guerrero

Chief Data Officer at Orchard Labs · Credit risk modelling · model governance, credit scoring

Orchard Labs

San Jose, CA · PT (UTC-8)

13+ years experience

Princeton University

English

Hiring

Messaging unavailable

Overview

30 years in data science and analytics, the last 1 at Orchard Labs, where I lead the risk team. Taught SQL to 101 non-analysts. Most at home with credit scoring and Python. I mentor first-time managers when I can.

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Candidates for the role I'm hiring for
Second opinions on marketing mix modelling decisions
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Best reached early in the week

Skills

marketing mix modellingPythonmodel governancecredit scoringsurvival analysis

HiringHiring for a role

closes in 3 months

Building out risk at Orchard Labs: analytics engineers wanted in San Jose

Role: Analytics engineer
Level: Senior
Type: Full-time
Work mode: Hybrid
Compensation: $147k-$207k
Team: Risk, 16 people
Start: This quarter
Must have: Production experience with Python Production experience with survival analysis Ownership of something end to end
Process: Intro call, technical deep dive, team chat

Comp $148k-$306k. We decide within ten days. Message me with one thing you shipped that you're proud of.

San Jose, CAcredit scoringpythonmarketing mix modelling

Open

Experience

Chief Data Officer
Mar 2026 - Present
Orchard Labs · 7 mo · Full-time · San Jose, CA
- Replaced 53 hand-built dashboards with one metrics layer people trust.
- Wrote the metric definitions the leadership team reviews every week.
Data Scientist
Oct 2022 - Mar 2026
Netflix · 3 yr 5 mo · Contract · San Jose, CA
- Took the risk models through 3 regulatory model reviews.
Senior Data Scientist
Nov 2020 - Jun 2022
Salesforce · 1 yr 7 mo · Full-time · San Jose, CA
- Taught SQL to 154 non-analysts.
- Took the risk models through 2 regulatory model reviews.
Senior Data Scientist
Feb 2017 - Nov 2020
Intel · 3 yr 9 mo · Full-time · San Jose, CA
- Built the scorecard that lifted approval rates by 4% at flat losses.
- Taught SQL to 35 non-analysts.
Data Scientist
Aug 2013 - Feb 2017
Netflix · 3 yr 6 mo · Full-time · San Jose, CA
- Took the risk models through 2 regulatory model reviews.
- Built the scorecard that lifted approval rates by 8% at flat losses.

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Education

Princeton University
AB, Mathematics
1992 - 1996

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