The Embedding API analyzes an HR object (a profile, a job, an experience, an education, a list of skills, a summary, a project, and more) and returns a numerical vector representing the input HR object in a 1024-dimensional space.
Embedding API
Build faster great AI algorithms for HR.
Accelerate 10x your R&D roadmap. Overcome HR data biases. Achieve high-performance with even a tiny amount of HR data.
Focus on delivering high-quality
AI algorithms and not features engineering
The vectors of similar HR objects will be close to each other in the 1024-dimensional space. Therefore, AI developers can use the Embedding API for filtering, indexing, ranking, and organizing HR objects according to semantic similarity.
Broad use cases
Similarity analysis, Search and retrieval, Machine transfer learning.
Multiscale modeling
A large portfolio of vector families to satisfy your use cases: Profile2Vec, Job2Vec, Experience2Vec, Education2Vec, Skills2Vec, Interests2Vec.
Representation debiasing
Fairness is not the default; that‘s why we built inclusive models that measure and mitigate unintended bias in the HR data.
Words N-gram
Supports sequences of adjacent words that have a sense together.
Sub-word information
We enrich word vectors with relevant sub-word information.
Multiple Languages
Supports 32+ languages (Arabic, Chinese, Dutch, English, French, German, Italian, Japanese, Portuguese, Romanian, Spanish, and more.)
Your return on investment
95%
Average accuracy
To solve your HR challenges
32+
Languages
To scale globally
10x
R&D acceleration
To focus on impact
The HrFlow.ai Embedding API lifts a heavy workload on your R&D team
Benefit from 6 years of expertise in representing HR objects.
Embedding
TF-IDF
L.D.A
Doc2Vec
Seq2Seq
Transformer
HrFlow.ai
N-grams
Multilingual
Sub-words
Dimensionality
reduction
reduction
Compression
Neural
memory
memory
Semantic
Quantization
Unicode
Allocation
bias
bias
Representation
bias
bias
Multi-scale
modeling
modeling
Hierarchical
representation
representation
Trained on
HR Data
HR Data
Don't take our word for it
96%
Job matching accuracy
« HrFlow.ai Embedding API allowed us to build quickly a bias-free staffing AI algorithm that has surpassed our historical human performance. »
Works with the tools you use
Integrate 200+ tools with the flip of a switch.
