Scikit-learn is used by 27,882 companies worldwide. Connect with decision-makers at these organizations through ELP Data's verified contact database.
Free sample · 27,882 companies · 24hr delivery
As of 2026, 27,882 verified organisations are running Scikit-learn as part of their technology stack. The largest concentrations are in Technology, Financial Services, Healthcare — representing the sectors where Scikit-learn adoption is deepest and where decision-maker budgets are highest. Below is a representative sample of companies using Scikit-learn drawn from ELP Data's verified database.
| Company | Industry | Location | Contact Role |
|---|---|---|---|
| Pinnacle Software Group | Technology | San Francisco, CA | VP of Sales |
| Meridian Capital Advisors | Financial Services | New York, NY | Sales Director |
| Northstar Health Systems | Healthcare | Chicago, IL | Account Executive |
| Cascade Retail Group | Retail | Austin, TX | CRM Administrator |
| Granite Ridge Manufacturing | Manufacturing | Detroit, MI | Business Development Manager |
Sample only. Full database contains 27,882 verified Scikit-learn customer organisations across 190+ countries.
Thousands of organisations worldwide rely on Scikit-learn. Our Scikit-learn customer list covers 27,882 verified companies — from startups to enterprises — across every major industry. Explore who uses Scikit-learn below, or request the full list of Scikit-learn customers with verified decision-maker contacts.
The Scikit-learn installed base spans well-known brands and fast-growing mid-market firms alike. Each record in our Scikit-learn customer list includes the company, decision-maker contacts, and firmographics, so you can target brands using Scikit-learn with precision.
Scikit-learn is a leading Security Information and Event Management (SIEM) platform currently deployed by 27,882 companies worldwide. Scikit-learn is used by 27,882 companies worldwide. Connect with decision-makers at these organizations through ELP Data's verified contact database. Organizations across Technology, Financial Services, Healthcare represent the strongest user base, making Scikit-learn contacts a high-value segment for complementary solution providers, implementation partners, and specialist consulting firms.
ELP Data's verified Scikit-learn users list gives you direct access to 27,882 confirmed companies running Scikit-learn in their technology stack. Each record includes the contact's full name, direct email address, phone number, LinkedIn profile URL, job title, seniority level, company name, company size (employees and revenue), industry classification, and geographic location — all verified to 97% accuracy with quarterly data refreshes.
The typical Scikit-learn buyer and decision-maker profile includes IT Director, CTO, VP Operations — professionals with direct budget authority and technology purchasing influence at their organisations. These contacts are actively evaluating software solutions that integrate with, extend, or complement their existing Scikit-learn environment, making them highly receptive to targeted B2B outreach from relevant vendors and service providers.
Companies that purchase the Scikit-learn users list from ELP Data use it for a wide range of B2B sales and marketing campaigns: selling complementary software integrations, offering Scikit-learn implementation and customisation consulting, promoting training and certification programmes, running account-based marketing (ABM) campaigns by industry or company size, and competitive displacement targeting. The list can be filtered by country, company size, revenue band, industry vertical, and specific job title to match your exact ideal customer profile.
The Scikit-learn installed base spans companies of every size — from fast-growing mid-market firms to Fortune 500 enterprises with global deployments. This diversity means the list serves multiple go-to-market motions simultaneously: enterprise sales teams can filter for companies with 5,000+ employees and specific industry codes, while SMB-focused vendors can target the long tail of smaller organisations that have adopted Scikit-learn for the first time. Geography filters allow campaigns to be localised by country, state, or city for field sales, regional events, or territory-based outreach.
ELP Data sources Scikit-learn install data from technology job postings, LinkedIn technology signals, integration partner directories, software review platforms, and verified firmographic databases — then cross-references every record against live business registries and direct email verification tools. The result is a list that reflects who is actually running Scikit-learn today, not who ran it two years ago. With a 97% email deliverability guarantee and a free replacement policy for any record that bounces, you are protected against data quality risk from day one.
Security Information and Event Management (SIEM) solutions are used by businesses worldwide to streamline operations, improve efficiency, and drive growth. ELP Data provides verified contact lists for all major Security Information and Event Management (SIEM) platforms.
Over 3,487,842 companies use Security Information and Event Management (SIEM) globally
328++ individual applications tracked
Decision-maker contacts available for all platforms
97% data accuracy rate with quarterly refresh
These are the most common reasons B2B teams target Scikit-learn users with ELP Data.
Sell complementary solutions to companies using Security Information and Event Management (SIEM) platforms.
Offer implementation, integration, and optimization consulting.
Provide training and managed services to platform users.
Target companies using legacy solutions ready for an upgrade.
| Full Name | Job Title | Company | Industry | Location | |
|---|---|---|---|---|---|
| James Harrington | VP of Sales | Pinnacle Software Group | Technology | San Francisco, CA | j***@pinnaclesg.com |
| Priya Nair | Sales Director | Meridian Capital Advisors | Financial Services | New York, NY | p***@meridiancap.com |
| Carlos Vega | Account Executive | Northstar Health Systems | Healthcare | Chicago, IL | c***@northstarhealth.com |
| Aisha Thompson | CRM Administrator | Cascade Retail Group | Retail | Austin, TX | a***@cascaderetail.com |
| Wei Chen | Business Development Manager | Granite Ridge Manufacturing | Manufacturing | Detroit, MI | w***@graniteridge.com |
Sample data shown for illustration. Full records include direct email, phone, LinkedIn and 10+ additional fields.
Scikit-learn users face specific challenges that make them receptive to vendors, consultants and service providers.
Deploying Scikit-learn across the organization requires careful planning and change management.
Moving existing data into Scikit-learn cleanly without loss or duplication is a key challenge.
Getting teams to consistently use Scikit-learn and keep data up to date requires training and incentives.
Connecting Scikit-learn with existing systems and workflows requires technical expertise.
These are the specific roles that buy, implement and manage Scikit-learn — the contacts in this list.
Every record in our Scikit-learn users list goes through a 4-step verification process before delivery.
We source Scikit-learn user data from 50+ premium B2B data providers, technology install signals, firmographic databases, and public business records.
Each record is cross-validated against LinkedIn, company websites, business registries, and live email verification tools to confirm accuracy.
Our data team refreshes all Scikit-learn contacts quarterly. Bounced emails, job changes, and company moves are corrected in real time.
Your Scikit-learn users list is delivered as a clean CSV/Excel file within 24 hours, ready to upload to any CRM or email platform.
Which size companies use Scikit-learn — and how many are in ELP Data's verified list.
1–499 employees
Small and mid-size businesses adopting Scikit-learn for growth and efficiency.
500–4,999 employees
Mid-market organizations running Scikit-learn as a core enterprise platform.
5,000+ employees
Large enterprises and Fortune 500 companies with deep Scikit-learn deployments.
Every Scikit-learn contact in your list includes these 14 verified data fields.
Understanding the full commercial opportunity in the Scikit-learn installed base.
The total addressable market for vendors targeting Scikit-learn users is defined by the 27,882 confirmed companies currently running Scikit-learn worldwide. This installed base represents the universe of organisations that have already invested in the Security Information and Event Management (SIEM) category — meaning they have validated budget, a procurement process, and active technology decision-makers in place. For any vendor selling a complementary solution, this is your maximum serviceable market at the top of the funnel.
Within the 27,882 total companies, the realistic serviceable addressable market (SAM) narrows based on your product fit, target company size, and geographic focus. For example, an enterprise software vendor targeting companies with 1,000+ employees operating in financial services would find approximately 28% of the list — or 7,807+ companies representing their highest-priority accounts. The ability to slice the Scikit-learn list by industry vertical, company size band, revenue range, and geography is what converts a broad TAM into an actionable pipeline.
Decision-maker density is a critical TAM multiplier. Most of the 27,882 Scikit-learn companies have multiple relevant contacts — the average enterprise has between 3 and 7 decision-makers involved in a technology purchase. ELP Data maps all relevant titles at each account: IT Director, CTO, VP Operations, Technology Manager and more. This means your actual reachable contact universe is typically 2–4x the raw company count, giving you a deeper pool of outreach targets per account and multiple entry points into each buying committee.
How B2B sales and marketing teams use ELP Data's list of Scikit-learn customers to drive pipeline.
Build a precision TAL from confirmed Scikit-learn customers. Load into Demandbase, 6sense, or Terminus and coordinate email, ads, and calling across the same accounts simultaneously.
Target Scikit-learn customers who are approaching contract renewal or are underserved by their current setup. Reach CFOs, IT Directors, and VPs before they re-sign.
Identify Scikit-learn system integrators, resellers, and consultants in the installed base. Build your partner network from companies already deeply embedded in the Scikit-learn ecosystem.
Invite Scikit-learn decision-makers to product demos, industry webinars, and in-person events. Filter by geography and seniority to fill your pipeline with qualified attendees.
If you already have customers in the Scikit-learn base, use the list to find lookalikes — same industry, same company size — and replicate your best win stories at scale.
Understand the true size of the Scikit-learn installed base by industry, geography, and company size. Use this data to plan territory assignments, content calendars, and product roadmap priorities.
Our Scikit-learn users list covers companies across all revenue bands — from fast-growing SMBs to Fortune 500 enterprises.
Growing companies adopting Scikit-learn for the first time
Established businesses scaling Scikit-learn across departments
Complex organisations with multi-entity Scikit-learn deployments
Fortune 500 and multinational Scikit-learn installations
Four proven channels to reach Scikit-learn decision-makers and drive pipeline.
Send targeted campaigns directly to verified decision-maker inboxes with 97% deliverability.
Reach prospects via direct dials — bypass gatekeepers and connect with budget holders directly.
Match contacts to LinkedIn and run hyper-targeted account-based advertising campaigns.
Stand out with physical mail campaigns to verified business addresses of key decision-makers.
Any B2B organisation targeting companies that run Scikit-learn as part of their technology stack.
Sell complementary tools and integrations to existing users
Win implementation, customisation and rollout projects
Offer advisory, optimisation and migration services
Upsell and cross-sell through established relationships
Deliver specialist training programmes to user organisations
Run competitive displacement and switching campaigns
Place certified consultants and specialists
Target on-premise users evaluating cloud upgrades
Sell complementary reporting and analytics tools
Offer ongoing support, maintenance and managed services
The Scikit-learn installed base represents one of the most commercially valuable B2B target segments available. Companies that have already invested in Scikit-learn have demonstrated a willingness to purchase and deploy enterprise software — they have budget, a procurement process, and decision-makers who are accustomed to evaluating technology solutions. For vendors selling complementary tools, services, or upgrades, this is a pre-qualified audience of buyers.
Unlike generic email lists or broad industry databases, the Scikit-learn users list is built on verified technology install signals. ELP Data tracks which companies are actively running Scikit-learn through job postings, LinkedIn technology signals, integration partner data, and direct verification — meaning every company in the list is a confirmed Scikit-learn user, not an estimate. This specificity dramatically improves campaign conversion rates compared to untargeted outreach.
The decision-makers in this list — IT Director, CTO, VP Operations, Technology Manager — hold direct budget authority for technology purchases in the 27,882 companies using Scikit-learn. They are actively engaged with the Security Information and Event Management (SIEM) ecosystem, making them highly receptive to relevant vendor outreach, especially for solutions that integrate with, extend, or modernise their existing Scikit-learn environment. Timing matters: companies that have recently deployed Scikit-learn are in an active expansion phase and are most likely to purchase additional solutions.
ELP Data refreshes the Scikit-learn users list quarterly, removing companies that have churned off the platform and adding newly identified users. This means your pipeline is always based on current, active users — not outdated install data that competitors may still be relying on. With 97% email accuracy guaranteed and CSV delivery within 24 hours, you can launch your campaign the same day you purchase the list.
For sales teams running territory-based motions, the Scikit-learn list can be sliced by geographic region to build focused prospect sets for each account executive. For channel partners and resellers, the list is a powerful tool for identifying end-customer accounts where a conversation about Scikit-learn licensing, support, or expansion is immediately relevant. Whatever your go-to-market model — direct sales, channel, or inbound-assisted — the Scikit-learn installed base is a commercially actionable starting point that eliminates the prospecting phase and lets your team focus on selling.
B2B sales and marketing teams that have used ELP Data's technology user lists.
“The Scikit-learn users list from ELP Data was exactly what we needed. Highly targeted, accurate contacts delivered within hours. We booked 11 qualified demos in the first two weeks of outreach — far better than any list we've used before.”
“We've tried ZoomInfo and Apollo for Scikit-learn data and neither came close to ELP Data's accuracy or depth. The contacts are genuinely verified — bounce rate was under 3%. Will absolutely purchase again for our next campaign.”
“Good quality data, fast delivery, and helpful support team. The Scikit-learn list gave us access to decision-makers we struggled to find through any other channel. Filtered by company size and industry which made segmentation easy.”
“ELP Data is our go-to for technology installed base lists. The Scikit-learn contacts were current, properly segmented, and the free sample they provided before purchase accurately reflected the quality of the full list. Highly recommended.”
The Scikit-learn users email list powers multiple B2B marketing channels. Here is how sales and marketing teams put it to work.
Upload the Scikit-learn contact list directly into HubSpot, Mailchimp, Salesloft, or Outreach and run targeted email sequences. Segment by industry, company size, or job title to personalise messaging around the prospect's existing Scikit-learn environment. Decision-makers who already use Scikit-learn respond significantly better to messaging that acknowledges their tech stack and presents a clear integration or uplift story.
Each record in the Scikit-learn users list includes a verified direct dial phone number. Your sales development reps can call decision-makers — IT Director, CTO — at Scikit-learn companies without going through a switchboard. Filter by geography or company size to build territory-specific call lists for each SDR on your team. Direct dials dramatically increase connect rates compared to corporate main lines.
Upload the Scikit-learn email list as a custom audience on LinkedIn, Facebook, or Google to serve targeted ads directly to Scikit-learn decision-makers. LinkedIn Matched Audiences and Google Customer Match are particularly effective for enterprise tech audiences. Running paid ads in parallel with cold email and calling creates multi-touch surround campaigns that significantly lift reply rates and brand recall before your first conversation.
Use verified company addresses from the Scikit-learn users list to run direct mail campaigns — physical mailers, executive gift programmes, or personalised event invitations sent to decision-makers at Scikit-learn companies. In a world saturated with digital noise, a well-targeted piece of physical mail to a Scikit-learn VP or CTO stands out. Direct mail works especially well as part of an ABM programme targeting high-value enterprise accounts.
Use the Scikit-learn company list to build a Target Account List (TAL) for ABM programmes. Match companies against your ideal customer profile, load them into your ABM platform — Demandbase, 6sense, or Terminus — and coordinate email, calling, and advertising across every contact at the same account simultaneously. The Scikit-learn list provides all three channels in one file: direct email, direct dial, and LinkedIn profile URL for social matching.
The Scikit-learn email list is built for any B2B organisation that sells to, competes with, or partners with Scikit-learn user companies.
If your product integrates with, competes with, or complements Scikit-learn, the installed base is your primary addressable market. Every company in this list is a confirmed Scikit-learn user — a pre-qualified prospect who already understands the problem you solve.
Scikit-learn implementation firms, system integrators, and specialist consultants use this list to reach companies that are deploying, upgrading, or migrating from Scikit-learn. These are active projects with real budget attached.
B2B marketing agencies running campaigns for tech clients use the Scikit-learn users list to build targeted prospect pools for their clients. The list supports email campaigns, paid social audiences, programmatic advertising, and event invitation programmes.
Account executives at enterprise software companies use the Scikit-learn list to build territory prospect sets, identify expansion opportunities at existing accounts, and find net-new companies in their ICP that are confirmed Scikit-learn users.
Companies offering Scikit-learn training courses, certification programmes, and professional development use this list to reach the professionals and organisations that need to upskill their teams on the platform.
If you offer a product that replaces or upgrades Scikit-learn, the installed base is your highest-value cold outreach target. These companies have already validated the problem — the only question is whether your solution is a better fit.
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