ChangeSignal

Companies in Machine Learning showing buying intent

Machine Learningcompanies that are investing — hiring across sales, growth, AI, customer operations, and partnerships. Each hire is a public signal of where they're spending next, with the likely buying intent and a suggested outreach angle.

16 signals · Last updated Jun 20, 2026

voize

voize.deAI Investment
85/100
Job title
Senior Product Manager - Machine Learning (m/f/d)
Location
Berlin
Posted
Jun 15, 2026
Detected
Jun 15, 2026
Likely buying intent
vector databaseeval toolsLLM observabilitydata labelingGPU infrastructure
Suggested outreach angle: voize is building AI capabilities — a prime time to introduce vector databases, eval/observability tooling, and data-labeling or GPU infrastructure.
85/100
Job title
Senior AI/ML Engineer: Python & Scientific Computing
Location
San Francisco
Posted
Jun 9, 2026
Detected
Jun 12, 2026
Likely buying intent
vector databaseeval toolsLLM observabilitydata labelingGPU infrastructure
Suggested outreach angle: Swayable is building AI capabilities — a prime time to introduce vector databases, eval/observability tooling, and data-labeling or GPU infrastructure.

Swayable

swayable.comGrowth Investment
80/100
Job title
Director of Demand Generation
Location
New York, NY
Posted
Jun 16, 2026
Detected
Jun 18, 2026
Likely buying intent
analyticsattributionSEO toolinglanding page toolscreative testingpaid ads support
Suggested outreach angle: Swayable is investing in growth — pitch analytics, attribution, and conversion tooling that prove and amplify marketing ROI.

PowerX

powerx.coSales Expansion
79/100
Job title
Senior Salesforce Administrator, Sales Operations
Location
Phoenix, Arizona
Posted
Jun 11, 2026
Detected
Jun 12, 2026
Likely buying intent
lead dataCRM cleanupemail deliverabilitysales engagementsales training
Suggested outreach angle: PowerX is scaling its sales team — a strong moment to pitch lead data, sequencing, CRM hygiene, and onboarding that help new reps ramp faster and hit quota.

Encord

encord.comAI Investment
77/100
Job title
Machine Learning Engineer
Location
London
Posted
Jun 19, 2026
Detected
Jun 20, 2026
Likely buying intent
vector databaseeval toolsLLM observabilitydata labelingGPU infrastructure
Suggested outreach angle: Encord is building AI capabilities — a prime time to introduce vector databases, eval/observability tooling, and data-labeling or GPU infrastructure.

voize

voize.deCustomer Operations
76/100
Job title
Customer Success Manager - Scale (m/f/d)
Location
Berlin
Posted
May 26, 2026
Detected
Jun 12, 2026
Likely buying intent
helpdeskchatbotknowledge baseQA toolingcustomer analytics
Suggested outreach angle: voize is expanding customer operations — pitch helpdesk, knowledge base, and CX automation that scale support without scaling headcount.

Encord

encord.comGrowth Investment
73/100
Job title
Senior Growth Manager
Location
London
Posted
May 29, 2026
Detected
Jun 12, 2026
Likely buying intent
analyticsattributionSEO toolinglanding page toolscreative testingpaid ads support
Suggested outreach angle: Encord is investing in growth — pitch analytics, attribution, and conversion tooling that prove and amplify marketing ROI.

Subsets

subsets.comSales Expansion
71/100
Job title
Account Executive - Enterprise
Location
New York City
Posted
Jun 19, 2026
Detected
Jun 19, 2026
Likely buying intent
lead dataCRM cleanupemail deliverabilitysales engagementsales training
Suggested outreach angle: Subsets is scaling its sales team — a strong moment to pitch lead data, sequencing, CRM hygiene, and onboarding that help new reps ramp faster and hit quota.

Handoff

handoff.aiSales Expansion
71/100
Job title
Account Executive, Mid-Market/Enterprise
Location
Austin, TX
Posted
Jun 18, 2026
Detected
Jun 18, 2026
Likely buying intent
lead dataCRM cleanupemail deliverabilitysales engagementsales training
Suggested outreach angle: Handoff is scaling its sales team — a strong moment to pitch lead data, sequencing, CRM hygiene, and onboarding that help new reps ramp faster and hit quota.

Handoff

handoff.aiSales Expansion
71/100
Job title
Account Executive, SMB
Location
Austin, TX
Posted
Jun 5, 2026
Detected
Jun 12, 2026
Likely buying intent
lead dataCRM cleanupemail deliverabilitysales engagementsales training
Suggested outreach angle: Handoff is scaling its sales team — a strong moment to pitch lead data, sequencing, CRM hygiene, and onboarding that help new reps ramp faster and hit quota.

Subsets

subsets.comAI Investment
70/100
Job title
Senior Data Scientist
Location
Copenhagen
Posted
Feb 27, 2026
Detected
Jun 12, 2026
Likely buying intent
vector databaseeval toolsLLM observabilitydata labelingGPU infrastructure
Suggested outreach angle: Subsets is building AI capabilities — a prime time to introduce vector databases, eval/observability tooling, and data-labeling or GPU infrastructure.

Swayable

swayable.comPartnership Expansion
66/100
Job title
Strategic Partnerships Director – Political & Advocacy
Location
Washington, DC
Posted
Sep 17, 2025
Detected
Jun 12, 2026
Likely buying intent
partner CRMaffiliate softwareecosystem dataagency partnerships
Suggested outreach angle: Swayable is building out partnerships — a strong moment to introduce partner CRM/PRM, affiliate tooling, and ecosystem data that operationalize the channel.

Handoff

handoff.aiCustomer Operations
66/100
Job title
Manager of Customer Success
Location
Austin, TX
Posted
Mar 31, 2026
Detected
Jun 12, 2026
Likely buying intent
helpdeskchatbotknowledge baseQA toolingcustomer analytics
Suggested outreach angle: Handoff is expanding customer operations — pitch helpdesk, knowledge base, and CX automation that scale support without scaling headcount.

Swayable

swayable.comCustomer Operations
63/100
Job title
Sr. Client Success Manager
Location
New York, NY
Posted
Jan 5, 2024
Detected
Jun 12, 2026
Likely buying intent
helpdeskchatbotknowledge baseQA toolingcustomer analytics
Suggested outreach angle: Swayable is expanding customer operations — pitch helpdesk, knowledge base, and CX automation that scale support without scaling headcount.

voize

voize.deSales Expansion
59/100
Job title
Founding (Enterprise) Account Executive - US
Location
New York
Posted
May 8, 2026
Detected
Jun 12, 2026
Likely buying intent
lead dataCRM cleanupemail deliverabilitysales engagementsales training
Suggested outreach angle: voize is scaling its sales team — a strong moment to pitch lead data, sequencing, CRM hygiene, and onboarding that help new reps ramp faster and hit quota.

Encord

encord.comSales Expansion
59/100
Job title
Founding NYC Account Executive
Location
New York
Posted
Apr 14, 2026
Detected
Jun 12, 2026
Likely buying intent
lead dataCRM cleanupemail deliverabilitysales engagementsales training
Suggested outreach angle: Encord is scaling its sales team — a strong moment to pitch lead data, sequencing, CRM hygiene, and onboarding that help new reps ramp faster and hit quota.

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Frequently asked questions

What does it mean when a Machine Learning company is "showing buying intent"?
It means they're publicly hiring for roles — sales, growth, AI, support, or partnerships — that signal where they're investing next, which often means they're evaluating new tooling.
How current is this list?
It refreshes hourly from public job postings, so it reflects companies hiring right now.

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