# Booko Launches Dynamic Pricing Engine for Service Economy, Expands Founding Engineering Team

**Author:** Zero G Talent
**Published:** 2026-11-13
**Category:** engineering
**Tags:** yc-hiring, dynamic pricing, machine learning, fintech, software engineering, growth

[Read on Zero G Talent](https://zerogtalent.com/blog/booko-launches-dynamic-pricing-engine-for-service-economy-expands-founding-engineering-team)

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[Booko](https://zerogtalent.com/frontier-companies/booko), a Y Combinator W26 company building real-time dynamic pricing infrastructure for appointment-based businesses, has launched its proprietary pricing engine and is assembling its early engineering and growth team. Backed by Y Combinator and ~$4.3M in funding, the startup aims to bring revenue optimization technology—traditionally reserved for airlines and ride-hailing services—to salons, fitness studios, and medical clinics.

Unlike physical inventory, unsold service hours disappear permanently at the end of the day. Most time-slot-based businesses continue to rely on static pricing, leaving off-peak appointment slots empty while turning away customers during peak weekend hours. [Booko](https://zerogtalent.com/frontier-companies/booko) integrates directly with booking systems to adjust prices and incentives automatically based on live availability, booking velocity, and historical utilization patterns. Early customers using the platform see average revenue uplifts of approximately 20 percent by selling time that would have otherwise gone unbooked.

## From Dartmouth to Automated Revenue Infrastructure

[Booko](https://zerogtalent.com/frontier-companies/booko) was co-founded by [Will Hall](https://zerogtalent.com/people/will-hall) and [Arjun Saluja](https://zerogtalent.com/people/arjun-saluja), who met while studying economics and computer science at Dartmouth College.

[Arjun Saluja](https://zerogtalent.com/people/arjun-saluja) previously built dynamic pricing systems with the Uber Elevate team at Joby Aviation after managing a tennis coaching business, where he experienced the challenge of unbooked court times firsthand. [Will Hall](https://zerogtalent.com/people/will-hall) founded and scaled a digital marketing agency that secured $300,000 in revenue for service-oriented clients, inspired by growing up with a mother working in the service industry.

"Time is one of the only truly perishable assets," said [Arjun Saluja](https://zerogtalent.com/people/arjun-saluja) in an interview with [Yahoo Finance](https://finance.yahoo.com/news/booko-launches-vc-backed-dynamic-153500641.html). "When an appointment goes unbooked, its value drops to zero."

While major airlines maintain data science teams to optimize seat pricing, local service providers lack internal revenue management divisions. [Booko](https://zerogtalent.com/frontier-companies/booko) fills that technical gap by deploying operator-defined minimum and maximum pricing boundaries, letting business owners protect brand integrity while capturing peak demand. In an interview on [Build Your Salon - Beauty Business Coaching](https://www.youtube.com/watch?v=ARhYa0cJEK0), [Will Hall](https://zerogtalent.com/people/will-hall) explained that dynamic pricing helps operators balance demand across "rushes and dead zones," enabling businesses to see 50 to 80 percent more clients across full weekly calendars.

## Deploying Models and Embedding with Venues

To scale its pricing algorithms, [Booko](https://zerogtalent.com/frontier-companies/booko) is hiring its initial cohort of founding engineers across machine learning, full-stack product development, and forward-deployed operations.

The startup is currently recruiting a [Founding Machine Learning Engineer](https://zerogtalent.com/frontier-jobs/booko/founding-machine-learning-engineer-95986) ($140,000 – $220,000), who will own the decision systems behind the pricing engine. This role involves framing ambiguous mathematical problems, shipping demand-forecasting models trained on sparse and noisy data, and designing live monitoring and experimentation systems.

To bridge machine learning models with real-world venues, [Booko](https://zerogtalent.com/frontier-companies/booko) is hiring a [Founding Forward-Deployed Engineer](https://zerogtalent.com/frontier-jobs/booko/founding-forward-deployed-engineer-95985) ($140,000 – $220,000). The position requires embedding directly with venues and studios to wire the pricing engine into existing booking APIs, working live in production during busy weekends, and turning integration learnings into a reusable deployment playbook.

On the product side, the company is looking for an onsite [Founding Engineer](https://zerogtalent.com/frontier-jobs/booko/founding-product-engineer-95979) ($140,000 – $220,000) in San Francisco or New York. This role will build operator-facing surfaces end-to-end, including the pricing management console and integrations with legacy booking platforms. Additionally, [Booko](https://zerogtalent.com/frontier-companies/booko) is hiring a [Founding Growth Lead](https://zerogtalent.com/frontier-jobs/booko/founding-growth-lead-94530) ($90,000 – $150,000) to design and run growth experiments across product, marketing, and distribution channels.

## Open Roles at Booko

[Booko](https://zerogtalent.com/frontier-companies/booko) operates primary hubs in San Francisco and New York while offering remote work options for engineering roles. Joining as a founding hire provides equity and direct influence on company strategy alongside the co-founders.

| Role | Location | Work Mode | Salary |
| --- | --- | --- | --- |
| [Founding Forward-Deployed Engineer](https://zerogtalent.com/frontier-jobs/booko/founding-forward-deployed-engineer-95985) | San Francisco, CA / New York, NY / Remote (US) | Remote | $140,000 – $220,000 |
| [Founding Machine Learning Engineer](https://zerogtalent.com/frontier-jobs/booko/founding-machine-learning-engineer-95986) | San Francisco, CA / New York, NY / Remote (US) | Remote | $140,000 – $220,000 |
| [Founding Engineer](https://zerogtalent.com/frontier-jobs/booko/founding-product-engineer-95979) | San Francisco, CA / New York, NY | Onsite | $140,000 – $220,000 |
| [Founding Growth Lead](https://zerogtalent.com/frontier-jobs/booko/founding-growth-lead-94530) | New York, NY / San Francisco, CA / Remote (US) | Remote | $90,000 – $150,000 |

[See all open roles at Booko](https://zerogtalent.com/frontier-companies/booko)

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*Source: [Zero G Talent](https://zerogtalent.com), the job board for space, defense, AI, robotics and frontier-tech companies.*