Match Jobs for AR/VR Developer Roles
A quick example on how you can match against listings with AR/VR Developer profiles through our job feed data API with semantic search capabilities.
This basic example demonstrates how to use the vector embeddings and vector search capabilities of the jobdata API to match AR/VR Developer job profiles based on semantic similarity. This way you can find job listings that align closely with a given job profile description, even if the exact keywords are not present in the job description. This is particularly useful for HR platforms, recruitment tools, and job boards aiming to improve candidate-job matching accuracy.
By leveraging our pre-generated embeddings and semantic search features, you can unlock powerful semantic matching capabilities to enhance your job search or recruitment platform. Whether you're matching candidates to jobs or analyzing job market trends, these features provide a robust solution for understanding and matching job profiles based on context and meaning.
Job Matching Example
The API provides pre-generated vector embeddings for all job posts, currently created using OpenAI's `text-embedding-3-small` model. These embeddings capture the semantic meaning of job titles and descriptions, enabling the API to perform semantic searches based on a job profile description.
When you provide a job profile description (e.g., "Skilled in creating augmented and virtual reality applications using Unity, ARKit, and VR SDKs for immersive user experiences."), the API:
- Converts the text into a vector embedding in real-time.
- Compares this embedding against the pre-generated embeddings of job posts using cosine similarity.
- Returns job listings that are most semantically similar to the profile, ordered by relevance.
Here's a link to a live API results page:
Skilled in creating augmented and virtual reality applications using Unity, ARKit, and VR SDKs for immersive user experiences.
The results include a cosine_dist field, which indicates the similarity between the query and each job post. Lower values represent higher semantic similarity.
Query the jobdata API
Example search request (with header auth):
curl -X GET -H \
"Authorization: Api-Key YOUR_API_KEY" \
https://jobdataapi.com/api/jobs/?max_age=90&vec_text=Skilled in creating augmented and virtual reality applications using Unity, ARKit, and VR SDKs for immersive user experiences.
Example search request (with auth param):
curl https://jobdataapi.com/api/jobs/?api_key=<YOUR API KEY>&max_age=90&vec_text=Skilled in creating augmented and virtual reality applications using Unity, ARKit, and VR SDKs for immersive user experiences.
Shown below is a live example of what a list with the top matched jobs could look like, filtered by the job position profile from above with the most recent data from our global database:
Senior Unity Developer VR
Germany - Remote
Full TimeMid-level
Senior Unity Developer VR
Spain - Remote
Full TimeMid-level
Virtual Reality (VR) Developer
Dubai, United Arab Emirates
Full TimeMid-level
Augmented Reality/Virtual Reality Intern (6 Months) - Penang
Malaysia
Full TimeInternshipEntry-level
Senior Unity Developer VR
Cyprus - Remote
Full TimeMid-level
Unity Developer (AR for Mobile & Apple Vision Pro)
Berlin, Germany
Full TimeMid-level
VR Developer (Unity3D)
Cyprus - Remote
Full TimeMid-level
Unity AR/VR Developer
India - Remote
Full TimeMid-level
Unity Developer (Multiple Openings)
Grand Forks
Full TimeSenior level
AR/VR Unity Developer
Noida, India
Full TimeFind out more on how to use the jobdata API in our docs.