Job Description Optimizer

Write job posts that attract the right talent

The Problem

Job descriptions are copy-pasted, full of jargon, and unintentionally exclude qualified candidates. They list requirements that do not reflect what the role actually needs.

The Solution

AI that rewrites job descriptions for clarity, inclusivity, and accuracy based on what top performers in similar roles actually do.

Analyzing current JD content Knowledge Graph
Benchmarking against market Retrieval & Embedding
Scanning for bias and exclusion Intelligent Tools
Optimizing for target audience Personalization Engine
Validating skill alignment Business Logic Engine
JD Optimizer Agent Interactive Demo
ACTIVE
Workforce Context Engine
Knowledge Graph

2.4M skill nodes and 18.7M relationships mapping people, jobs, and skills across your organization.

Retrieval & Embedding

Vector-based semantic search finds the right people through meaning, not keywords.

Intelligent Tools

14 specialized tools for matching, predicting, and acting on workforce data.

Personalization Engine

Connects people to roles, learning, and mentors based on skills and goals.

Business Logic Engine

Policy enforcement, approval workflows, and audit trails for every AI action.

Measurable Impact

52% Increase in qualified applications
92/100 Average inclusivity score
34% More diverse candidate pool
FAQ

Common questions

How does the agent improve job descriptions?

It analyzes your description against successful hires in similar roles, market benchmarks, and inclusive language patterns. It identifies requirements that unnecessarily narrow the candidate pool and suggests alternatives.

Can it detect biased language?

Yes. The agent flags gendered terms, unnecessary credential requirements, and phrasing patterns that research shows deter diverse applicants. It suggests neutral alternatives that attract a broader pool.

Does it align descriptions with the actual job architecture?

Yes. It cross-references the description against your existing role taxonomy, skill frameworks, and compensation bands to ensure consistency and flag misalignments before posting.

How does it know what attracts candidates in our industry?

The agent draws on market data showing which job description patterns generate more applications, higher quality candidates, and faster fill rates for comparable roles in your industry.

Can it generate descriptions from scratch?

Yes. Given a role title and a few key requirements, the agent can generate a complete job description optimized for your organization, aligned with your job architecture, and written to maximize candidate quality.

Your job description is your first impression

AI that writes job posts proven to attract more qualified, diverse candidates.