// Careers · Location ML engineering · integrations · retail

Toronto — ML engineering and integrations.

Innovent's ML engineering and customer integration office. The team that fine-tunes vision models per site, builds time-series forecasters and ships retail customer success.

Toronto · Innovent · Careers
3
Open roles
ML
Engineering
Integrations
Customer success
Retail
Vertical

The brief

What we ship.

ML engineering

Vision, forecasting, optimization, anomaly. Per-site fine-tuning. Continuous evaluation against ground truth.

Object graph engineering

Typed graph runtime engineering. Schema registry. Temporal queries.

Retail customer success

Implementation leadership for retail rollouts — 2,400+ store deployments.

Vision pipeline ownership

Camera-to-RFID fusion, per-site fine-tuning, edge inference deployment.

Multi-region partnership

Tight partnership with LA architecture, Lahore core engineering, Dubai solutions.

Hybrid pattern

Tuesday + Thursday in-office at the Toronto office. Heads-down days protected for ML work.

Toronto is where the models that run on the edge get shaped. The team is small, the bar is high, and the customer impact is direct.

The outcome.

Bring Innfini into your operation.

A 60-minute briefing with our solutions team. We walk your environment, your systems, and the workflows where this delivers.