echoloc/ Companies/ Practice by Numbers

Company profile

Practice by Numbers Tech Stack

Dental practice software for analytics, patient communication and payments

Software Development Redmond, WA 51–200 employees Founded 2015 Privately Held

Practice by Numbers sells an all-in-one operations platform to dental practices and groups, integrating with Dentrix, Dentrix Ascend and Open Dental. Its stack carries a serious telephony layer (Kamailio, OpenSIPS, FreeSWITCH, Asterisk, WebRTC) alongside Python/Django and Go, and job posts center on VoIP reliability and an AI receptionist, pointing to a push into voice-driven front-desk automation. Hiring is accelerating, engineering-heavy and senior-skewed.

Tech Stack 73 technologies

Core StackAdobe Premiere Pro After Effects HubSpot Gong Python Django PostgreSQL Redis Nginx Docker Kubernetes Go MariaDB MySQL AWS DaVinci Resolve CapCut Runway Adobe After Effects Dentrix Dentrix Ascend Open Dental SQLAlchemy Alembic Kamailio OpenSIPS FreeSWITCH Asterisk WebRTC GCP+37 more

ReplacingJenkins CircleCI GitLab CI/CD

What Practice by Numbers Is BuildingChallenges and projects from their job posts

◆Challenges

Scaling telephony infrastructure and VoIP reliability
Improving resilience of critical services
Dental market still relies heavily on phone
Complex onboarding driving low adoption rates
Reducing alert fatigue
Debugging non-deterministic failures

▲Active Projects

AI receptionist
Mobile and front-desk kiosk apps
Building SDR engine and scaling sales org
Guided onboarding and smart training plans
Short-form social video and animated product explainers

Hiring Activity

Accelerating30 roles · 10 in 30d

Department

Engineering

Marketing

Sales

Support

Design

Product

Seniority

Senior

Mid

Lead

Manager

Junior

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About Practice by Numbers

Practice by Numbers is a privately held software company founded in 2015 and headquartered in Redmond, WA, with 51–200 employees. It serves dental practices, dental groups and larger dental organizations with a single platform covering practice analytics, patient communication, reputation management, online scheduling, online payments, patient forms and insurance verification. The company was founded by dentists. It integrates with dental practice management systems including Dentrix, Dentrix Ascend and Open Dental, and runs its product on AWS and GCP. Hiring spans the United States and India.

HeadquartersRedmond, WA

Company Size51–200 employees

Founded2015

Hiring MarketsIndia, United States

Frequently Asked Questions

What tech stack does Practice by Numbers use?

Python, Django, PostgreSQL, SQLAlchemy, Redis, Go, Docker and Kubernetes on AWS and GCP, plus a telephony stack of Kamailio, OpenSIPS, FreeSWITCH, Asterisk and WebRTC. HubSpot and Gong support sales.

What is Practice by Numbers working on?

Job posts point to an AI receptionist, mobile and front-desk kiosk apps, scaling telephony and VoIP reliability, and building out an SDR engine and sales organization.

Where is Practice by Numbers hiring?

Hiring is accelerating in the United States and India, weighted toward senior engineering roles, with additional openings in marketing, sales, support, design and product.

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How this profile is built

Practice by Numbers's technology stack, projects, and hiring signals are inferred from public hiring and company data — career pages, public listings, and company web presence — then clustered and de-duplicated. Figures are estimates that refresh over time. Read our full methodology →

This is not an official vendor or customer list. It is a technology-adoption signal inferred from public data, intended for B2B research.