Delivery

We provision read access to Google Cloud Storage (GCS) buckets. You authenticate with a service account we provide and pull data on your own schedule.

Available Buckets

Each signal type has its own dedicated bucket:

Bucket Structure

Each bucket contains timestamped folders. Each folder has two files: output.jsonl and output.parquet.

gs://autobound-hiring-trends/
├── 2026-01-05T12-00-00Z/
│   ├── output.jsonl
│   └── output.parquet
├── 2026-01-04T12-00-00Z/
│   ├── output.jsonl
│   └── output.parquet
└── ...

Pull from the most recent folder to get the latest data.

Authentication

1. We provide you with a GCP service account JSON key file
2. Set the environment variable: export GOOGLE_APPLICATION_CREDENTIALS="/path/to/key.json"
3. Use gsutil to access the buckets

# List available buckets
gsutil ls gs://autobound-*

# List folders in a bucket
gsutil ls gs://autobound-hiring-trends/

# Download JSONL
gsutil cp gs://autobound-hiring-trends/2026-01-05T12-00-00Z/output.jsonl ./

# Download Parquet
gsutil cp gs://autobound-hiring-trends/2026-01-05T12-00-00Z/output.parquet ./

File Formats

Both formats contain the same data. Choose based on your pipeline.

{"signal_id":"7dfdb4b4-c0b4-4620-aca6-e7263123028e","signal_type":"job-change","signal_subtype":"jobChange","detected_at":"2025-11-14T00:00:00Z","association":"contact","company":{"name":"Harlem Stage","domain":"harlemstage.org"},"contact":{"full_name":"Lashawna Bean","email":"[email protected]","job_title":"Director Of People & Public Affairs"},"data":{"summary":"Joined Harlem Stage as Director of People & Public Affairs 2 months ago.","job_change_occurred":true,"months_since_job_change":2}}

signal_id: STRING
signal_type: STRING
signal_subtype: STRING
detected_at: TIMESTAMP
association: STRING
company: STRUCT<name, domain, linkedin_url, industries, employee_count_low, employee_count_high, description>
contact: STRUCT<first_name, last_name, full_name, email, job_title, linkedin_url, city, state, country>
data: STRING (JSON-encoded)

Refresh Cadence

Getting Started

1. Contact [email protected] to get your service account credentials
2. Choose which signal types you need
3. Set up authentication and start pulling data