Machine Learning Engineer - AI Services | Checkr

Summary by AIEngineer.careers

Machine Learning Engineer - AI Services | Checkr is a Machine Learning Engineer role (full-time). with Checkr. in DENVER, US. Compensation shown: $176K–$244K. Imported listing (source: thebriefed.co). Apply on the employer's site (thebriefed.co).

Imported listing (source: thebriefed.co) · Apply on thebriefed.co

How our listings work

DENVER · US

$176K–$244K

Full-time

SENIOR

Apply Now

More AI jobs in United States

The sections below reproduce the third-party job description for reference. AIEngineer.careers does not write or control this text.

Imported job description

Sourced from thebriefed.co

Checkr is hiring a Machine Learning Engineer (P3) on its central Data & ML team to build and ship production AI systems powering core verification products such as document processing, charge classification, and entity resolution. This hands-on role owns end-to-end ML microservices—model design, Python APIs, monitoring, evaluation benchmarks, and CI/CD deployment. You will integrate commercial LLM APIs alongside classical ML and rule-based systems to deliver cost-effective, low-latency AI features and contribute to Checkr's agentic platform.

Responsibilities

Design, code, test, deploy, and monitor production-grade ML microservices with clean Python APIs and comprehensive tests
Integrate commercial LLM APIs (OpenAI, Anthropic) using prompt engineering, structured outputs, function calling, and fine-tuning
Build agentic workflows, automated pipelines, and reusable context skills for Checkr's internal agentic platform
Build evaluation frameworks and run offline/online experiments to optimize model accuracy, precision, and cost
Partner with Product Engineering, Product Managers, and Data teams to translate business problems into scalable ML solutions

Requirements

Bachelor's or Master's degree in Computer Science, Mathematics, or a related quantitative field (or equivalent experience)
6+ years of professional software engineering experience, including 2+ years architecting and deploying ML/AI systems in production
Strong Python fluency with solid object-oriented programming instincts
Hands-on experience integrating LLM APIs in production (structured outputs, function calling, prompt design, evaluation, cost optimization)
Proven experience building REST/gRPC APIs and operating CI/CD pipelines
Comfort using modern AI coding tools (Copilot, Claude, Cursor) with deep code comprehension

Nice to Have

Experience with production MLOps platforms (MLflow, AWS SageMaker, Vertex AI, or custom equivalents)
Background in document processing, OCR, or information extraction pipelines
Experience processing large-scale datasets with PySpark or distributed compute
Working knowledge of Ruby on Rails
Experience in compliance-sensitive or regulated industries (HR tech, legal tech, fintech)
Experience with dbt and Snowflake

Benefits

Equity / stock optionsmedical insurancedental insurancevision insurancefertility benefitsParental leavecommuter stipendrelocation assistancecatered mealsflexible ptowellness stipendlearning stipend

Tech Stack

AnthropicAWS SageMakerCI/CDDBTFine-tuninggRPCLLM APIsMLflowOCROpenAIPrompt EngineeringPySparkPythonRESTRuby on RailsSnowflakeVertex AI

Checkr

San Francisco · US · 1832+ employees

Checkr is an AI-powered verification platform providing fast background checks for employment and tenant screening. It helps businesses and individuals make confident decisions by decoding complex information about identity and credentials.