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Companies Using NumPy in France

111 companies are hiring NumPy talent in France.

NumPy is the foundational numerical computing library for Python, used primarily to process large arrays and matrices of data — the backbone of any serious data science or machine learning pipeline. Companies hiring for NumPy in France aren't just building analytics teams; they're signaling investment in proprietary data infrastructure, often replacing off-the-shelf BI tools with custom-built solutions. These companies are active buyers of cloud compute, MLOps tooling, and data pipeline software.

Buying Signal

When a French company posts NumPy roles, it typically means they're building or scaling an in-house data science capability — not outsourcing it. This is a strong signal for vendors selling data platforms, model monitoring tools, GPU cloud infrastructure, or data labeling services. An AE at Snowflake, Databricks, or AWS should be prioritizing these accounts immediately.

Top Companies41 shown

CompanyIndustryHQ LocationSizeJobsLinks
Astek
astekgroup.fr
 IT Services and IT Consulting Boulogne-Billancourt, France 5,001+ 1,433
Assystem
assystem.com
 Business Consulting and Services Courbevoie, France 5,001+ 948
Scalian
scalian.com
 Business Consulting and Services Neuilly-sur-Seine, France 5,001+ 828
CACEIS
caceis.com
 Banking Montrouge, France 5,001+ 288
Veepee
veepee.com
 Retail Saint-Denis, France 5,001+ 287
Talan
talan.com
 IT Services and IT Consulting Paris, France 5,001+ 553
Consort Group
consort-group.com
 IT Services and IT Consulting Paris, France 1,001–5,000 436
Artefact
artefact.com
 Business Consulting and Services Paris, France 1,001–5,000 192
Onepoint
groupeonepoint.com
 Business Consulting and Services Paris, France 1,001–5,000 309
Groupama d'Oc
groupama.fr
 Insurance Balma, France 1,001–5,000 81
Klanik
klanik.com
 IT Services and IT Consulting Marseille, France 501–1,000 198
ObjectWare
objectware.fr
 IT Services and IT Consulting Paris, France 501–1,000 100
PROXIAD
proxiad.com
 IT Services and IT Consulting Paris, France 501–1,000 123
ASTRELYA
astrelya.com
 Information Technology & Services Puteaux, France 201–500 100
Harmattan AI
harmattan.ai
 Defense and Space Manufacturing Paris, France 51–200 102
Aleysia
aleysia.com
 IT Services and IT Consulting Lyon, France 51–200 83
L'Usine Nouvelle
usinenouvelle.com
 Newspaper Publishing Gentilly, France 11–50 1,818
Kicklox
kicklox.com
 IT Services and IT Consulting Paris, France 11–50 773
TOHTEM
tohtem.fr
 Operations Consulting Sannois, France 11–50 108
France Travail
francetravail.fr
 Government Administration Paris, France 10,001+ 1,918
Capgemini
capgemini.com
 IT Services and IT Consulting Paris, France 10,001+ 1,629
Schneider Electric
se.com
 Automation Machinery Manufacturing Rueil-Malmaison, France 10,001+ 1,993
Thales
thalesgroup.com
 Defense and Space Manufacturing Meudon, France 10,001+ 1,622
Atos
atos.net
 IT Services and IT Consulting Bezons, France 10,001+ 1,584
Societe Generale
societegenerale.com
 Banking Paris, France 10,001+ 1,362
Sopra Steria
soprasteria.com
 IT Services and IT Consulting Paris, France 10,001+ 1,348
Expleo Group
expleo.com
 IT Services and IT Consulting France 10,001+ 1,508
Inetum
inetum.com
 IT Services and IT Consulting Saint-Ouen-sur-Seine, France 10,001+ 1,472
Air Liquide
airliquide.com
 Chemical Manufacturing Paris, France 10,001+ 1,229
Alstom
alstom.com
 Transportation Equipment Manufacturing Saint-Ouen-sur-Seine, France 10,001+ 1,606
BNP Paribas
bnpp.lk
 Banking Paris, France 10,001+ 957
Michelin
michelin.com
 Motor Vehicle Manufacturing Clermont-Ferrand, France 10,001+ 721
GRDF
grdf.fr
 Oil and Gas Saint-Denis, France 10,001+ 390
Sogeti
sogeti.com
 IT Services and IT Consulting Paris, France 10,001+ 693
KPMG France
kpmg.fr
 Financial Services Courbevoie, France 10,001+ 395
Allianz Partners
allianz-partners.com
 Insurance France 10,001+ 333
AXA
axa.com
 Insurance Paris, France 10,001+ 485
INSERM
inserm.fr
 Research Services Paris, France 10,001+ 132
Constellium
constellium.com
 Fabricated Metal Products Paris, France 10,001+ 173
Orange
orange.com
 Telecommunications Issy-les-Moulineaux, France 10,001+ 122
Eviden
eviden.com
 IT Services and IT Consulting Bezons, France 10,001+ 160

111 companies use NumPy. Want the full list?

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Companies with open NumPy roles in France. Company HQ may be in a different location.

Market Signal

111 companies actively hiring NumPy talent in France, across more than 36,000 open roles, reflects a mature but still-expanding demand for quantitative data skills — this isn't early adoption, it's industrialization. The volume suggests these are production-grade deployments, not pilot projects.

Stack Intelligence

NumPy hiring almost always co-occurs with Python, pandas, and scikit-learn — a stack that signals a company is building end-to-end ML workflows, not just running reports. This combination indicates teams capable of model training and deployment, making them buyers of feature stores, experiment tracking tools, and serving infrastructure. For sales targeting, this trio is a reliable filter for companies with real ML budgets.

Hiring Landscape

NumPy in the Market

Where and how companies hire NumPy talent

By Industry

IT Services and IT Consulting
28
Business Consulting and Services
11
Software Development
10
Financial Services
7
Aviation and Aerospace Component Manufacturing
5
Banking
4
Defense and Space Manufacturing
4
Insurance
4

Top Roles

Data Engineer68Data Scientist67Project Manager64Data Analyst54Business Analyst47Software Engineer45Product Owner42Devops Engineer41Full Stack Developer38Java Developer36Fullstack Developer35Chef De Projet34

Related Technologies

PythonPandasscikit-learn
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Frequently Asked Questions

What is NumPy?

NumPy enables organizations to perform high-speed numerical operations on large datasets, forming the core of most Python-based machine learning and analytics workflows. Businesses use it when building predictive models, running simulations, or processing structured data at scale. Hiring for it signals a company is investing in custom data science capabilities.

Why should sales teams track NumPy hiring?

NumPy hiring predicts spend on adjacent infrastructure — cloud compute, data platforms, and ML tooling — before that budget is publicly announced. A sales team tracking these signals in France can engage IT Services and Financial Services firms during the build phase, not after contracts are signed.

Who should be selling to companies that use NumPy?

Vendors best positioned to sell to NumPy-hiring companies include cloud infrastructure providers, MLOps and model deployment platforms, data warehouse and lakehouse vendors, and specialized data labeling or annotation services.