Machine Learning Engineer at Apera AI

Vancouver, British Columbia, Canada

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Not SpecifiedCompensation

Mid-level (3 to 4 years)Experience Level

Full TimeJob Type

UnknownVisa

Robotics, AI, ManufacturingIndustries

Requirements

3+ years of experience in machine learning, computer vision, or data pipeline development
Proficiency with Python and ML frameworks (PyTorch, TensorFlow, or similar)
Experience building or maintaining synthetic data or simulation-based training pipelines
Strong understanding of dataset design, augmentation, and experiment tracking
Hands-on experience with CI/CD, cloud ML tools, or data orchestration frameworks

Responsibilities

Build and scale synthetic data generation pipelines that feed our 4D vision models
Design and automate ML workflows for data processing, training, and evaluation
Experiment with new augmentation and domain adaptation techniques that boost model robustness
Collaborate with applied scientists, simulation engineers, and artists to bring data-driven ideas to life
Create internal tools for dataset tracking, experiment reproducibility, and training diagnostics
Continuously improve - apply AI-driven analytics to optimize data, accelerate iteration, and strengthen model reliability

Skills

Key technologies and capabilities for this role

Synthetic Data GenerationML PipelinesData PipelinesModel TrainingAutomationComputer Vision4D VisionRoboticsMachine Learning

Questions & Answers

Common questions about this position

Is this position remote or based in a specific location?

This is a Vancouver-based position at Apera AI's office.

What salary or compensation does this role offer?

This information is not specified in the job description.

What are the key skills required for the Machine Learning Engineer role?

Key skills include building scalable synthetic data generation pipelines, designing ML workflows for data processing/training/evaluation, and expertise in augmentation/domain adaptation techniques, along with experience in automation, experimentation, and creating internal tools.

What is the company culture like at Apera AI?

Apera AI has an innovative, engineering-first culture focused on experimentation, automation, and impact, with collaboration across applied scientists, simulation engineers, and artists in a fast-growth Vancouver startup environment.

What makes a strong candidate for this Machine Learning Engineer position?

Strong candidates thrive on experimentation, automation, and impact, with engineering skills to build scalable data pipelines and ML workflows that bridge simulation to real-world robotics performance.

Apera AI

AI-powered 3D vision systems for automation

About Apera AI

Apera AI specializes in automation solutions using advanced AI-powered vision technology. Their main product is the 4D Vision Platform, which processes visual information at a speed of up to 2Hz, allowing for rapid and accurate 3D vision systems. This technology enables robots to perform tasks like picking and placing objects with sub-millimeter accuracy, ensuring they can do so correctly on the first attempt without needing to regrip. Apera AI stands out from competitors by focusing on high-speed and precise automation, catering specifically to the manufacturing and logistics sectors where efficiency is critical. The company's goal is to enhance productivity and reduce downtime for their clients by providing tailored vision intelligence solutions that improve operational effectiveness.

Vancouver, CanadaHeadquarters

2016Year Founded

$3.7MTotal Funding

CONVERTIBLECompany Stage

Robotics & Automation, Industrial & Manufacturing, AI & Machine LearningIndustries

51-200Employees

Benefits

Health Insurance

Dental Insurance

Vision Insurance

401(k) Retirement Plan

Stock Options

Flexible Work Hours

Professional Development Budget

Risks

Emerging competitors like XYZ Robotics threaten Apera AI's market share.

Tech giants' advancements in machine learning could outpace Apera AI's technology.

Rapid technological changes may render Apera AI's current technology obsolete.

Differentiation

Apera AI's 4D Vision offers sub-millimeter pose estimation accuracy.

Apera Vue is robot-agnostic, compatible with various popular robot brands.

Apera AI provides the fastest 3D vision systems with a cycle time of up to 2Hz.

Upsides

Growing demand for cobots requires advanced vision systems like Apera's.

AI-driven quality control systems in manufacturing boost demand for precise vision technology.

Rising interest in AI-powered vision systems for logistics automation enhances Apera's market potential.

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