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Syntrace

Machine Learning Engineer

Toronto, ON, Canada

Full-time

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Job details

Job type: Full-time
Apply by: Apr 30, 2027
Posting language: English
Posted: Nov 1, 2026

Original job description

Syntrace builds conversational knowledge for institutional investors. We capture, organize and synthesize private conversations into source-backed knowledge a firm can build on.

We are now hiring a Machine Learning Engineer, based in Toronto.

You will build and improve the models and pipelines behind everything we surface: transcription, speaker attribution, extraction and synthesis. You will design the evaluations that tell us when it works, and run the experiments that make it better.

Our users trust us with the most sensitive conversations they have. That makes security part of the product, not a feature on top of it.

What you bring:

Several years building machine learning systems in production.

Strong Python and experience with modern deep learning frameworks.

A disciplined approach to evaluation.

What you get:

A founding role with real ownership.

A senior team that has scaled companies before.

Hard problems where accuracy is the product.

To apply, send a short note to careers@syntrace.com about yourself.

If you know someone who should read this, send it to them.

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More about this job

Responsibilities

Build and improve the machine learning models and pipelines used for transcription, speaker attribution, extraction, and synthesis. Design evaluations and run experiments to improve system performance and accuracy.

Requirements

Candidates should have several years of experience building machine learning systems in production, strong Python skills, and experience with modern deep learning frameworks. They should also take a disciplined approach to evaluation.

Skills

Machine Learning
Production Machine Learning Systems
Python
Deep Learning Frameworks
Model Evaluation
Transcription
Speaker Attribution
Information Extraction
Synthesis
Experimentation
Machine Learning Pipelines
Security

Benefits

Founding Role With Ownership
Experienced Senior Team
Challenging Work

Visa sponsorship

Not detected in the job text

Keywords

Machine Learning
Production Systems
Python
Deep Learning Frameworks
Model Evaluation
Transcription
Speaker Attribution
Information Extraction
Synthesis
Machine Learning Pipelines
Experimentation
Accuracy
Security
Conversational Knowledge
Institutional Investors
Private Conversations
Source-Backed Knowledge
Software Development

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