---
title: 'Senior Data Scientist at ABC Legal Services'
canonical: 'https://feeny.ai/job/senior-data-scientist-abc-legal-services-longmont-htqpqq7t60vr'
type: 'job'
last_seen: '2026-09-14'
---

# Senior Data Scientist at ABC Legal Services

- **Company:** ABC Legal Services
- **Location:** Longmont, CO
- **Posted:** 2026-09-09
- **Last confirmed live:** 2026-09-14
- **Apply:** https://www.abclegal.com/job-openings/job?id=7990544003&gh_jid=7990544003

## Job description

Senior Data Scientist

On-site in Longmont, Colorado. Monday through Friday, business hours, Mountain Time.

## About Docketly

Docketly, a sister company to ABC Legal Services, is a fast-growing legal-tech company based in Longmont, Colorado. For the creditors' rights industry, we make hiring a stand-in attorney easy, fast, and reliable. We pair proprietary software with a nationwide network of attorneys.

Job Overview

You build and run the machine learning and analytics systems behind Docketly's operations. You own production models end to end, from first idea to a live, monitored system on AWS. You build the BI reporting that leadership, operations, and client teams use daily. You support pricing and margin decisions with financial modeling. You work closely with backend engineers on data infrastructure and production issues.

## Key Responsibilities

Model ownership and MLOps

- Own the full lifecycle of production ML models: framing, feature engineering, training, validation, deployment on AWS SageMaker (Model Registry, real-time endpoints), inference infrastructure (for example, AWS Lambda), and ongoing monitoring.
- Build and maintain automated retraining and drift monitoring for deployed models.
- Run staged production rollouts with holdout comparisons to prove model impact before full release.
- Use AI coding tools to speed up analysis, modeling, and MLOps work.

Analytics, pricing, and reporting

- Own the BI layer leadership relies on for exec reporting on revenue, margin, and volume, from dashboard design through data accuracy.
- Own pricing and margin analysis for client accounts, including ad hoc investigations for named strategic accounts. Model the financial impact of proposed pricing changes before they go live.
- Build and maintain rules-based pricing and case-difficulty logic by court and county, alongside statistical and ML approaches.
- Build and tune large scoring and prioritization frameworks in Metabase, such as weighting, percentile scenarios, and drop-rate analysis, that drive daily operational decisions such as Hearing priority and assignment.
- Turn ambiguous business questions into clear, well-scoped analyses.

Cross-functional partnership and documentation

- Partner with engineering on data pipelines (AWS Glue, Lambda, EventBridge). Investigate and help resolve production database performance issues, such as ORM query patterns and indexing, alongside backend engineering.
- Write down your methods and decisions in Confluence or an equivalent shared space, as you go, so other teams can find your reasoning and build on it without asking you directly.

Systems & Skills

Required

- Bachelor's degree in a related field, or equivalent practical experience, and 5+ years of experience with applied statistics or machine learning.
- Applied statistics: probability, hypothesis testing, and model evaluation across classification and regression/quantile models (for example, precision, recall, calibration, quantile coverage, and drift).
- 5+ years of experience with SQL and a relational database in a professional capacity. Docketly's production database runs on MySQL/Aurora, about 400 tables.
- Python for data analysis and modeling: pandas, scikit-learn, and a gradient-boosting framework (XGBoost, LightGBM, or CatBoost). Our production model uses CatBoost-based quantile regression.
- Experience training, deploying, and monitoring models on a cloud ML platform (we use AWS SageMaker), including staged production rollouts (canary or phased release) with holdout comparisons to prove model impact before full release.
- Metabase or comparable BI tooling.
- Clear written and verbal communication with non-technical stakeholders.

## Preferred

- AWS Glue, S3, Lambda, EventBridge, CloudFormation.
- Comfortable using AI coding tools such as Claude Code or GitHub Copilot to move faster on analysis and modeling work.
- Experience diagnosing production database performance issues, such as query plans, indexing, and ORM-generated query patterns, in a large, high-table-count schema.
- Software-engineering practices applied to ML code, such as automated testing with pytest, for production pipelines.

## Benefits

- Health, Dental, and Vision Insurance
- 401(k) with Company Matching
- Paid Time Off
- 7 Paid Company Holidays
- 4 Floating Holidays per Year
- Life Insurance and AD&D Insurance
- Long-Term Disability
- Health Care Reimbursement Flexible Spending Account (FSA)
- Dependent Care Flexible Spending Account
- Employee Assistance Program (EAP)
- Pet Insurance

Schedule & Location

Schedule: Monday-Friday, 8:00 AM-5:00 PM (Mountain Time) in Longmont, CO.

Salary Range: $135,000-$150,000 depending on experience

Application Closing Date: September 30, 2026, 11:59 PM MST

## About ABC Legal Services

## Core Business
- **Primary industry**: Legal Services (specifically service of process and legal document delivery)
- **Target customers**: Law firms, corporations, government agencies (including the U.S. Department of Justice), legal professionals, and individuals
- **Mission or purpose**: “Making service of process simple” – streamlining and modernizing the delivery of legal documents through technology and a nationwide network.

## Products & Services
- **Service of Process (core offering)**: End-to-end legal document delivery with GPS and photo evidence, real‑time updates, and court‑ready proof of service. Covers every ZIP code in the U.S. and 88 countries.
- **Docketly (subsidiary)**: Connects law firms with experienced appearance counsel for reliable courtroom coverage.
- **Mobile App for Process Servers**: Provides GPS‑tracked evidence and photo documentation for every service attempt.
- **Case Management Integrations**: Seamless integration with existing legal software to streamline workflow.

## Market Standing
- **Valuation/Market Cap**: Not disclosed (private company)
- **Key Metric**: Annual Revenue of approximately **$124M** (latest available); total headcount of **700+ employees** (up from 451 with 26% YoY growth)
- **Notable Investors/Partners**: 
  - **Gridiron Capital** (private equity owner since August 2025)
  - **U.S. Department of Justice** (exclusive contract since 2003)
  - **Wolters Kluwer / CT Corp** (preferred partner)
- **Growth Signals**: 
  - Expanded to 10 offices nationwide and operates in 9 countries (including India, Mexico, Portugal, Netherlands)
  - SOC 2 certification achieved in December 2024, reinforcing data security
  - Over 50,000 legal professionals served; network of 10,000+ process servers
  - 12M+ service attempts per year

## Competitive Advantages
- **Nationwide reach**: Only provider with coverage in every U.S. ZIP code and 88 countries via a proprietary network of 10,000+ process servers.
- **Exclusive government contract**: Sole process server for the U.S. Department of Justice since 2003 – a trust signal unmatched by competitors.
- **Technology‑first platform**: GPS/photo evidence, real‑time tracking, and integrations with case management systems reduce errors and improve transparency.
- **Scale and experience**: 50+ years in operation, 700+ employees, and a track record of serving over 50,000 legal professionals.

## Strategic Focus
- **Expansion of technology**: Continue investing in proprietary software to further automate and simplify service of process.
- **International growth**: Deepening presence in 88 countries and expanding the subsidiary Docketly for appearance counsel.
- **Data security**: Maintaining SOC 2 compliance and enhancing cybersecurity to protect sensitive legal documents.
- **Talent acquisition**: Scaling the remote workforce across the U.S. and territories, with emphasis on operations, product, sales, and engineering.

## Why Work Here
- **Remote‑first culture**: Work from anywhere in the U.S. and its territories; company provides tools and resources for remote success.
- **Culture of innovation**: Encourages curiosity, initiative, and continuous learning; employees have autonomy and trust to make an impact.
- **Collaborative environment**: Supportive teams, open communication, regular check‑ins, and mentorship opportunities.
- **Great benefits**: Medical, dental, vision insurance with affordable family plans; retirement plan with company matching; paid holidays and accrued PTO.
- **Community involvement**: Paid time off for volunteering, blood donation, voting, jury duty, and civic activities.
- **Growth opportunities**: Clear paths for advancement, recognition, and career development in a company that is expanding rapidly.
- **Employee rating**: 3.0/5.0 on Glassdoor (419 reviews); work‑life balance scores higher (3.4) than compensation (2.9) and culture (2.8).

## Sources
1. [ABC Legal – About Page](https://www.abclegal.com/about)
2. [ABC Legal – Careers Page](https://www.abclegal.com/careers)
3. [ABC Legal – Homepage](https://www.abclegal.com/)
4. [LinkedIn – ABC Legal Services Company Page](https://www.linkedin.com/company/abc-legal-services)

## Other roles at ABC Legal Services

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