Toolmill Briefswhat companies are building, read from their hiring

Company brief · updated 2026-10-18

Checkr

checkr.com · B2B · The AI-powered verification platform for high-stakes decisions. Fast, accurate background checks at scale.

44open roles
24new in 30 days
12closed in 30 days
1remote-eligible
steadyhiring velocity

What they're building

AI verification and ML document processing strong signal

Today: Checkr site: "The AI-powered verification platform for high-stakes decisions" and "Checkr combines AI with human experts"

Roles: Senior Machine Learning Engineer · Senior Engineering Manager, Machine Learning

Requirements mention: "document processing", "OCR", "information extraction" (Senior Machine Learning Engineer) · "LLMs", "tool use", "agent orchestration", "structured outputs" (Senior Engineering Manager, Machine Learning)

Inference: the ML team is extending LLM-based document and information extraction for background checks and building agent infrastructure; the postings describe this as "ML and agent infrastructure for reliable AI."

Verifications products, with drug and occupational health testing as a named focus moderate signal

Today: Checkr site: "Checkr offers comprehensive drug, alcohol, and occupational health-related testing services to employers"

Roles: Senior Product Designer, Verifications · Senior Product Manager, Verifications · Drug & Occupational Health Screening Specialist · Drug & Occupational Health Screening Investigator · Background Screening Specialist

Requirements mention: "Verifications products", "verification requests", "document collection" (Senior Product Designer, Verifications) · "drug and occupational health", "clinic coordination" (Background Screening Specialist) · "HIPAA awareness", "sound judgment about what PII/PHI to share" (Drug & Occupational Health Screening Specialist)

Inference: drug and occupational health is a named focus of the Verifications roadmap, staffed on the product side and by Nashville operations roles that handle screening escalations.

Public-company readiness in Finance and Legal strong signal

Today: Finance and legal functions behind Checkr's background check and verification business

Roles: Corporate Counsel · Director of Tax · Head of Procurement · Technical Revenue Accounting Manager

Requirements mention: "IPO readiness", "S-1 drafting" (Corporate Counsel) · "public company readiness", "ASC 740", "SOX-compliant processes" (Director of Tax) · "SOX controls" (Head of Procurement) · "SOX-ready documentation" (Technical Revenue Accounting Manager)

Inference: Checkr is building the tax, legal, procurement and revenue-accounting controls a public company needs; the postings do not give a timeline.

AI automation of internal workflows across Sales, Finance and Operations strong signal

Today: Checkr site: one platform that "combines AI with human experts" for background checks and verification

Roles: Business Systems Analyst, Sales AI & Automation · Technical Revenue Accounting Manager · Senior Strategic Finance Manager - Go-To-Market · Strategic Finance Senior Analyst · Senior FinOps Program Manager · Process Improvement Specialist · Customer Support Associate

Requirements mention: "LLMs", "prompt engineering", "agent design" (Business Systems Analyst, Sales AI & Automation) · "AI fluency", "Claude", "Cursor" (Technical Revenue Accounting Manager) · "AI-powered workflows" (Senior Strategic Finance Manager - Go-To-Market) · "AI tooling and integrations" (Senior FinOps Program Manager) · "AI-driven tools" (Customer Support Associate)

Inference: Checkr is moving manual work in sales, quote-to-cash, finance analysis and support onto AI tools and agents; the Process Improvement posting describes designing "for a future where agents handle more of the execution."

Checkr Trust: risk signals and hiring-fraud detection, expanding into insurance moderate signal

Today: Checkr Trust provides customers with risk signals about their users (from the postings; the site describes a "People Trust Platform")

Roles: Senior Software Engineer, Trust · Senior Account Executive, InsurTech · Staff Customer Success Manager · Senior Engineering Manager, Machine Learning

Requirements mention: "scrapers and scraping technology", "data analysis and processing" (Senior Software Engineer, Trust) · "underwriting", "loss prevention", "claims risk" (Senior Account Executive, InsurTech) · "end-to-end workforce-integrity product for customers to identify sophisticated hiring fraud" (Senior Engineering Manager, Machine Learning)

Inference: Checkr Trust, described as "an emerging business inside Checkr," is opening an insurance vertical, and a hiring-fraud product is being built on the ML side.

Where the headcount is going

DepartmentOpen
Finance9
Operations8
Marketing7
Engineering6
Product5
Sales3
Implementations2
Information Technology1
Customer Success1
People1
Legal & Compliance1

43 open roles: 16 posted in the last 30 days, 18 in the prior 30, and none closed. Operations (8), Finance (8), Engineering (7), Marketing (6) and Sales (5) are the largest departments, and Denver and San Francisco carry the most roles.

Who they need

Seniority: Senior is the largest group (16 of 43). The rest are 9 mid, 6 manager, 5 staff, 5 director and 2 junior, so 26 of 43 roles are senior, staff, manager or director.

Skills named most: Salesforce, SQL, AI tools, Python, dbt, Snowflake, Claude, Lovable, Ruby, vendor management, due diligence, HIPAA awareness

Locations: Denver, Colorado and San Francisco, California are the largest concentrations: 19 roles list both cities and 9 are San Francisco only. All 8 Nashville-only roles are in Operations, including a new Nashville support team. Sales roles also sit in Atlanta, Chicago and Dallas. 3 roles are remote, all within the United States.

How to use this

If you're applying: If you match the listed requirements, the ML, Verifications and Finance roles are the clearest fits. In Nashville, only the three drug and occupational health and background-screening roles ask for HIPAA awareness and screening experience. The Customer Support Associate, Associate Manager, Operations (which is building a new Nashville support team), Process Improvement Specialist, Senior Enterprise and Strategic Account Representative, and Senior Staff Supply Chain Strategy Manager roles do not. Every posting lists its pay range.

If you're selling or recruiting: There are 43 open roles, 16 new in the last 30 days and none closed. Finance (8) is hiring for public-company work: a Director of Tax, a Head of Procurement building SOX controls with Zip, and revenue accounting. Procurement is a new function, with a Head of Procurement and a Category Manager, so it is a point of entry for vendors. Revenue Operations and Finance are hiring for AI and agent automation. The Contract Recruiter role covers G&A and Operations hiring, and the Nashville support team is being built from scratch.

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Open roles (44)

TitleDepartmentLocationPosted
Staff Solutions ArchitectImplementationsDenver, Colorado, United States2026-10-23
Solutions ArchitectImplementationsDenver, Colorado, United States2026-10-23
Staff Product ManagerProductSan Francisco, California, United States2026-10-23
Corporate Development Deal LeadFinanceSan Francisco, California, United States2026-10-21
Staff Customer Success ManagerProductSan Francisco, California, United States2026-10-20
GTM EngineerMarketingDenver, Colorado, United States; Nashville, Tennessee, United States; San Francisco, California, United States2026-10-20
Staff Workday HRIS Technical AnalystInformation TechnologySan Francisco, California, United States2026-10-19
Senior Software Engineer (Ruby/Rails), MVREngineeringSan Francisco, California, United States2026-10-19
Senior Product Designer, VerificationsProductDenver, Colorado, United States; San Francisco, California, United States2026-10-19
Senior Machine Learning EngineerEngineeringDenver, Colorado, United States; San Francisco, California, United States2026-10-19
Operations Process Design SpecialistOperationsNashville, Tennessee, United States2026-10-19
Product Operations ManagerProductDenver, Colorado, United States; San Francisco, California, United States2026-10-13
Sr. Creative ProducerMarketingDenver, Colorado, United States; San Francisco, California, United States2026-10-12
Creative DirectorMarketingDenver, Colorado, United States; San Francisco, California, United States2026-10-06
Category ManagerFinanceDenver, Colorado, United States; San Francisco, California, United States2026-10-02
Senior FinOps Program ManagerFinanceSan Francisco, California, United States2026-09-30
Associate Manager, OperationsOperationsNashville, Tennessee, United States2026-09-29
Technical Revenue Accounting ManagerFinanceDenver, Colorado, United States; San Francisco, California, United States2026-09-29
Lead Brand Designer, WebMarketingSan Francisco, California, United States2026-09-29
Head of ProcurementFinanceDenver, Colorado, United States; San Francisco, California, United States2026-09-29
Customer Support AssociateOperationsNashville, Tennessee, United States2026-09-29
Director of Customer SuccessCustomer SuccessDenver, Colorado, United States; Nashville, Tennessee, United States; San Francisco, California, United States2026-09-28
Senior Director, TalentPeopleDenver, Colorado, United States; San Francisco, California, United States2026-09-24
Background Screening SpecialistOperationsNashville, Tennessee, United States2026-09-24
Senior Enterprise and Strategic Account RepresentativeOperationsNashville, Tennessee, United States2026-09-23
Strategic Account ExecutiveSalesRemote, United States; San Francisco, California, United States (remote)2026-09-17
Corporate CounselLegal & ComplianceSan Francisco, California, United States2026-09-16
Strategic Finance Senior Manager - GTMFinanceDenver, Colorado, United States; San Francisco, California, United States2026-09-16
Director of TaxFinanceSan Francisco, California, United States2026-09-14
Senior Engineering Manager, Machine LearningEngineeringSan Francisco, California, United States2026-09-08
Staff Software Engineer, Screenings & VerificationsEngineeringDenver, Colorado, United States; San Francisco, California, United States2026-09-08
Sr. Designer, Motion GraphicsMarketingSan Francisco, California, United States2026-09-01
Senior Software Engineer, TrustEngineeringSan Francisco, California, United States2026-08-31
Drug & Occupational Health Screening InvestigatorOperationsNashville, Tennessee, United States2026-08-27
Drug & Occupational Health Screening SpecialistOperationsNashville, Tennessee, United States2026-08-25
Strategic Finance Senior AnalystFinanceDenver, Colorado, United States; San Francisco, California, United States2026-08-24
Senior Staff Supply Chain Strategy ManagerOperationsNashville, Tennessee, United States2026-08-21
Enterprise Account ExecutiveSalesAtlanta, Georgia, United States; Chicago, Illinois, United States; Dallas, Texas, United States2026-08-21
Strategic Finance Senior Analyst - CorporateFinanceDenver, Colorado, United States; San Francisco, California, United States2026-08-14
Senior Software Engineer, DataEngineeringDenver, Colorado, United States; San Francisco, California, United States2026-07-23
Partner Marketing Team LeadMarketingDenver, Colorado, United States; San Francisco, California, United States2026-07-16
Senior Partner Marketing ManagerMarketingDenver, Colorado, United States; San Francisco, California, United States2026-07-15
Enterprise Account Executive, Upper Mid-MarketSalesAtlanta, Georgia, United States; Chicago, Illinois, United States; Dallas, Texas, United States2026-07-15
Senior Product Manager, VerificationsProductDenver, Colorado, United States; San Francisco, California, United States2026-03-12