72 tracked roles · 40 in the last 30 days · 17 states
Hiring across 17 states.
Against 6 companies hiring for a similar technology mix (Gatik AI Inc., ATOMS, Roblox Corporation and others), Avride posted 40 roles in the last 30 days against a peer median of 38 — 1.1× the pace.
| Company | Roles | Last 30d | States | Visa filings |
|---|---|---|---|---|
| Avride | 72 | 40 | 17 | 10 |
| Gatik AI Inc. | 62 | 12 | 7 | 29 |
| ATOMS | 89 | 38 | 3 | — |
| Roblox Corporation | 219 | 69 | 4 | 320 |
| Barbaricum | 169 | 65 | 16 | — |
| Cresta | 62 | 8 | 2 | — |
| Point72 | 122 | 26 | 4 | — |
Peers are derived from the data, not assigned by hand: the companies whose postings mention the most similar set of technologies. Shown only where the overlap is large enough to be meaningful, which is why many companies have no comparison here.
| Technology | Their postings | US openings | Rank in category |
|---|---|---|---|
| LLMs | 4 | 33,788 | #2 in ml |
| Kubernetes | 3 | 47,284 | #1 in infra |
| ClickHouse | 2 | 716 | #8 in warehouse |
| Terraform | 2 | 27,747 | #3 in infra |
| PyTorch | 2 | 12,064 | #3 in ml |
Market openings come from the job board's market-wide index, updated daily, so they do not depend on which postings Signal collected. Ubiquitous tools such as Python and SQL are excluded because naming them says nothing about an employer.
Filed 10 labour condition applications with the US Department of Labor across 2 fiscal years, 100.0% approved, at a median attested wage of $142,003.
These are filings, not inferences — the employer told the government what it intended to pay. Filing history shows the company has sponsored, not that it will for any particular role.
| Technology | Share of their postings | Postings |
|---|---|---|
| IMS | 72 | |
| Python | 20 | |
| Machine Learning | 11 | |
| SQL | 8 | |
| LLMs | 4 | |
| Kubernetes | 3 | |
| AWS | 2 | |
| Bash | 2 | |
| ClickHouse | 2 | |
| Docker | 2 |