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Data structuring · JD parsing

JD Parsing

Machine reading comprehension parses requirements, perks and company info from any JD into standard role tags.

jd_backend.txt · 实体识别
招聘 高级后端工程师 若干
要求 5-8 年 经验 · 本科及以上
熟悉 Go K8s gRPC
薪资 40-60K · 地点 深圳
技能/职位 年限 学历/地点 薪资
Capabilities

Read every layer of a job description.

Standardized extraction

Parses job descriptions in any format.

Multi-tag output

Produces multi-dimensional role tags.

Seamless alignment

Aligns with candidate profile tags.

Graph-enhanced

Surfaces deeper role signals.

Auto skill grouping

Auto-classifies required skills.

High performance

Parses 50 job posts per second.

Why

Why the machine understands every JD.

Deep-learning sequence labeling and NER, paired with active learning, reliably extract requirements, perks and company info from unstructured JD text.

Read the guide →
How it works

One call to understand a whole JD.

Send the JD text to the API and get standard role tags back in seconds. Python, JavaScript, Ruby, cURL.

POST api.xiaoxizn.com/v1/job/parse
PythonJavaScriptRubycURL
parse_job.py
jd_url = "http://api.xiaoxizn.com/v1/job/parse" headers = {'id': 'your_client_id', 'secret': 'your_client_secret'} json = {'job_text': content} result = requests.post(jd_url, json=json, headers=headers)
In depth

Turn a JD into a standard profile.

jd_backend.txtentities ✓
招聘 高级后端工程师，要求 5 年以上 相关经验，精通 Go / Kubernetes，负责高并发服务架构，薪资 45–60K，工作地 深圳。
职位年限技能薪资
01

80+ role tags

Extract 80+ standard tags — company, title, years, degree, skills, salary, location, benefits — from one JD.

✓80+ role-tag fields
✓Auto skill grouping
✓Perks & company info
skill_taxonomy自动归类
岗位要求
├─
编程语言
GoPythonJava
├─
框架 / 中间件
gRPCRedisKafka
└─
平台 / 工具
KubernetesDockerCI/CD
02

Aligned to candidate profiles

Role tags share one taxonomy with candidate profiles — feeding matching directly, aligned at the semantic level.

✓One shared taxonomy
✓Feeds matching directly
✓Semantic alignment
role_profile · 80+ tagsstandardized
职位名
高级后端工程师
工作年限
5 年
学历要求
本科
技能要求
Go / K8s
薪资范围
45–60K
工作地点
深圳
公司规模
1000+
福利待遇
六险一金
03

Into your hiring system

Standard role profiles plug into your ATS, HR SaaS and enterprise hiring systems to power search and matching.

✓ATS / HR SaaS
✓Powers search & matching
✓RESTful API
Security

Security comes first.

01
Alibaba Cloud security

Infrastructure and data services run on Alibaba Cloud — physical-machine encryption, vulnerability scanning and web-attack defense.

02
Bank-grade encryption

All traffic is encrypted with 256-bit SSL/HTTPS certificates, so nothing is leaked or tampered with in transit.

03
Automated deletion

Private data uploaded to our servers is auto-deleted on a daily schedule, minimizing unforeseen data risk.

04
Randomized encryption

A randomized algorithm encrypts every resume during upload and parsing — even our own staff cannot read the plaintext.

Delivery

Instant on SaaS. Secure on private cloud.

One platform, two ways to ship.

SaaS

Plug & play

Hosted on Xiaoxi servers and used via remote API calls — zero ops, elastic scaling, 1000+ concurrent requests.

  • ✓Zero-ops setup
  • ✓Elastic scaling
  • ✓1000+ concurrency

Private cloud

Compliance

Deployed on your own servers — on-prem or your cloud — so data never leaves your network.

  • ✓Data stays in-network
  • ✓On-prem or cloud
  • ✓High compliance

Bring this capability into your stack.

Try it live for free, or request a trial to connect it to your systems.