About the role

Aplyr's Quick Take

This role is for an Applied ML Engineer who will build and manage AI/ML systems for a recruiting marketplace. You'll handle everything from data collection to deployment and work closely with product and engineering teams to improve marketplace metrics. It's an individual contributor role focused on technical execution and strategy.

Good fit

Ideal candidates have 4-8 years of experience in ML engineering, particularly with production systems. You should be comfortable with data-driven decision-making and enjoy collaborating with cross-functional teams.

Worth noting

Paraform is rapidly growing and has notable backing from high-profile investors. The role emphasizes ownership and setting technical standards, which may appeal to those looking for a significant impact in a startup environment.

What we’re looking for

We’re looking for an ML Engineer with 4–8 years of experience building and owning production AI and ML systems used by real people. You’re comfortable working with traditional ML and you’ve shipped systems with clear quality metrics and business impact. You have strong judgment around evaluation and know how to measure what actually matters when considering product priorities. Experience with large-scale retrieval, ranking, NLP, or personalization systems is a plus.

What you’ll do

Research and build AI/ML systems that power matchmaking, ranking, and automation across the Paraform marketplace.
Own model development end-to-end, from data collection and labeling strategies to deployment, monitoring, and iteration in production.
Partner with product, AI engineers, and full-stack teams to ship systems that directly move marketplace metrics.
Build and maintain robust evaluation frameworks to continuously measure quality, bias, reliability, and business impact.
Set technical direction and best practices for AI/ML at Paraform.
Work with other engineers and raise the bar for how AI systems are designed, shipped, and maintained.

About Paraform:

Paraform is a marketplace modernizing one of the largest and most fragmented markets in the world: hiring. We partner with industry leaders like Cursor, Palantir, Windsurf, Decagon, Shopify, Coinbase, and Hightouch to hire world-class talent, and are growing quickly - 8×-ing revenue last year.

Paraform is the first end-to-end AI recruiting marketplace that connects companies with thousands of specialized recruiters and AI agents that work together to fill roles faster and more accurately.

Our mission is to make hiring fast, reliable, and scalable for every company in the world.

At Paraform, we believe recruiting works best when the right people are working on the right problems, combining human judgment with AI that truly understands hiring. That’s why we’re building a new foundation for how companies hire, bringing together specialized recruiters and modern AI tools.

We treat recruiters like entrepreneurs, not vendors – and we’re building the financial, operational, and technical infrastructure that powers their success.

We are backed by the best investors and technology leaders: Felicis, A*, BOND, Liquid 2, DST Global, the founders of YouTube, Instacart, Canva, and more.

Skills & Tags

go ai data product design

Aplyr's read

Paraform excels in data visualization and analytics, attracting tech professionals keen on innovation. Ideal for those seeking roles in cutting-edge technology.
Synthesized from recent postings & public sources

What's promising

•Paraform's focus on advanced data visualization offers significant innovation opportunities.
•Recent hires in AI and ML suggest strong investment in cutting-edge technology.
•Diverse roles indicate robust growth across product and sales teams.

What to watch

•Highly specialized focus may limit opportunities for those outside data analytics.
•Competitive tech market could challenge Paraform's talent retention.
•Rapid growth might strain existing resources and company culture.

Why Paraform