Workforce Intelligence
Work Milestone Signals
3 signal subtypes tracking work anniversaries, upcoming milestones, and years at company. Create timely, non-salesy conversation openers based on career tenure moments across 4M+ contacts.
Contacts Covered
Signal Subtypes
Refresh Cadence
Coverage Rate
What Are Work Milestone Signals?
Work milestone signals surface career tenure moments — upcoming anniversaries, recent milestones, and years at company. A 5-year work anniversary or a 10-year tenure milestone is a natural, non-salesy conversation opener that demonstrates genuine attention to a prospect's career journey.
Autobound calculates tenure from LinkedIn start dates across 4M+ contacts and emits signals when prospects approach or pass milestone thresholds (1, 3, 5, 10+ years). Each signal includes the start year and month, milestone type (upcoming vs. just passed), and current employer context.
What makes work milestones powerful for sales is their universal positivity. Unlike pain-point signals that address challenges, milestone signals celebrate achievements. This creates a fundamentally different outreach dynamic — you are congratulating, not selling — which leads to higher response rates and warmer conversations.
Work milestone signals are especially effective for long-cycle enterprise sales where relationship building matters more than urgency-based selling. Congratulating a VP on their 5th anniversary at a target account is a simple way to initiate a relationship that may convert to a deal months later.
Example Signal Subtypes
See It in Action
Real-World Example
Signal Detected
A VP of Sales at Zoom is approaching her 5-year anniversary — a signal emitted one month before the milestone, with start date and current title context.
Sales Action
An executive coaching firm reaches out: 'Congrats on 5 years leading sales at Zoom — that kind of tenure through hypergrowth is rare. We work with leaders at your stage who are thinking about what's next. Worth a conversation?'
Result
Reply received the same day because the outreach felt genuinely celebratory and career-aware — not transactional.
Data Schema
Work Milestone Signal Schema
Work milestone signals include tenure calculation, milestone type, anniversary year, and current employer context for personalized outreach timing.
{
"signal_id": "wm-a1b2c3d4-e5f6",
"signal_type": "work-milestone",
"signal_subtype": "workExperienceUpcomingWorkAnniversary",
"detected_at": "2026-01-15T00: 00: 00Z",
"association": "contact",
"contact": {
"full_name": "Daniel Wiener",
"email": "daniel@autobound.ai",
"linkedin_url": "linkedin.com/in/daniel-wiener"
},
"company": {
"name": "Autobound",
"domain": "autobound.ai",
"linkedin_url": "linkedin.com/company/autobound"
},
"data": {
"subtype": "Upcoming work anniversary",
"contactName": "Daniel",
"yearStarted": 2019,
"monthStarted": 3,
"anniversaryYear": 7,
"currentEmployer": "Autobound"
}
}Use Cases
How Sales Teams Use Work Milestone Signals
Relationship Building at Scale
Congratulating prospects on work milestones creates warm, positive touchpoints. 'Congrats on 5 years at Autobound!' is a natural opener that leads to conversations about their evolving needs.
Timing Executive Outreach
Long-tenured executives (5-10+ years) have deep institutional knowledge and budget authority. Milestone signals identify the ideal moment to initiate a relationship that feels personal.
Customer Success Engagement
Track work milestones for your existing customers' contacts. Celebrating their milestones strengthens the relationship and creates natural opportunities for upsell conversations.
Champion Retention Monitoring
Monitor milestone dates for your internal champions. A contact approaching their 3-year anniversary may be considering a move — getting ahead of potential job changes protects your account relationships.
How It Works
From Raw Data to Actionable Signals
Autobound transforms unstructured data into structured, scored signals your team can act on immediately.
Autobound Ingests
Raw data from Job boards, LinkedIn profiles, company filings is continuously collected and normalized.
AI Extracts & Scores
ML models extract signal subtypes with relevance scoring, confidence levels, and sentiment analysis.
You Receive
Structured JSONL signals delivered via REST API, GCS Push, Generate Insights API, or Flat File export.
Flexible Delivery
Access Work Milestone Signals Your Way
Work Milestone Signals are available through all Autobound delivery methods. Choose the approach that fits your infrastructure.
REST API
Real-time access with subtype filtering
300 req/min
GCS Push
Automated delivery to your bucket
JSONL + Parquet
Generate Insights API
On-demand LLM-ranked insights
AI relevance scoring
Flat File
Bulk exports for data warehouses
CSV, JSON, ParquetRelated Signals
Combine for Deeper Intelligence
Work Milestone Signals become more powerful when combined with related signal types. Cross-referencing multiple signals reveals patterns that no single source can surface alone.
“Hiring signals let us identify companies that are actively investing before they even publish an RFP. We reach decision-makers while the budget is still being allocated.”
Platform Partner
Head of Data, Enterprise Sales Platform
API Documentation
Explore the API
Full schema reference, sample requests, and integration guides. Everything you need to start consuming Work Milestone Signals in your application.
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Work Milestone Signals?
Custom pricing based on signal types, delivery frequency, and volume. Get a proof-of-concept running in days, not months.