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Skill · Frameworks

NumPy

The numerical array foundation of Python.

2.7%
of core AI postings mention it
95
postings
81
companies
—
30-day change · from 2nd edition

Which roles ask for it

Share of each role's postings that mention this skill.

  1. Data Scientist
    19 postings
    12.6%
  2. Computer Vision Engineer
    6 postings
    5.3%
  3. Algorithm Engineer
    11 postings
    3.4%
  4. LLM / NLP Engineer
    6 postings
    3.4%
  5. AI Researcher
    2 postings
    3.3%
  6. AI Engineer
    48 postings
    2.8%
  7. Smart Manufacturing / AOI
    1 postings
    0.4%

Skills that appear with it

Share of the postings mentioning NumPy that also mention each skill.

  1. Python
    Languages
    99.0%
  2. pandas
    Frameworks
    89.5%
  3. Machine Learning
    Machine learning
    75.8%
  4. PyTorch
    Frameworks
    68.4%
  5. Deep Learning
    Machine learning
    61.1%
  6. TensorFlow
    Frameworks
    60.0%
  7. scikit-learn
    Frameworks
    52.6%
  8. Git
    Tools
    43.2%
  9. Data Analysis
    Data engineering
    43.2%
  10. LLM
    LLM applications
    42.1%
  11. SQL
    Languages
    31.6%
  12. C++
    Languages
    29.5%

Industries and places

Share of this skill's postings.

Industry
  1. Software & Internet
    30
    31.6%
  2. Electronics & Hardware
    15
    15.8%
  3. Semiconductor
    11
    11.6%
  4. Finance & Insurance
    7
    7.4%
  5. Professional Services
    7
    7.4%
  6. Healthcare & Biotech
    6
    6.3%
  7. Manufacturing
    5
    5.3%
  8. Telecom, Media & Digital Content
    5
    5.3%
  9. Wholesale, Retail & E-commerce
    5
    5.3%
  10. Consulting & Marketing Services
    3
    3.2%
  11. Logistics & Transport
    1
    1.1%
Place
  1. Taipei
    49
    51.6%
  2. New Taipei
    15
    15.8%
  3. Hsinchu City
    9
    9.5%
  4. Taichung
    5
    5.3%
  5. Hsinchu County
    4
    4.2%
  6. Kaohsiung
    4
    4.2%
  7. Tainan
    2
    2.1%
  8. Miaoli
    2
    2.1%
  9. Pingtung
    1
    1.1%
  10. Taoyuan
    1
    1.1%
  11. Yunlin
    1
    1.1%
  12. Hualien
    1
    1.1%

Where this number is read from

Of the 95 postings, how many were found through the employer's own skill tags, the title, and the job description. A posting can carry more than one kind of evidence, so the three add up to more than the posting count.

  1. Employer's skill tags
    0
  2. Job title
    0
  3. Job description
    95
The data on this page
Data as of
September 11, 2026
Core AI postings this edition
3,523
Method version
2026.09.1

This page is not indexed yet: change needs a second edition.

Methodology →All skills →