Machine Learning Engineer

Vancouver, British Columbia, Canada

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Not SpecifiedCompensation

Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Robotics, Artificial Intelligence, Machine Vision, Advanced ManufacturingIndustries

Requirements

Candidates should possess a Bachelor's degree in Computer Science, Machine Learning, or a related field, and ideally have a Master's degree. Experience with machine learning, particularly in computer vision and synthetic data generation, is required, along with a strong understanding of deep learning frameworks such as TensorFlow or PyTorch. Familiarity with data pipelines and automation tools is also beneficial.

Responsibilities

The Machine Learning Engineer will focus on enhancing the synthetic data pipeline, automating training evaluations, and developing systems that connect data quality to model performance by identifying and advancing opportunities in the data generation pipeline, designing, testing, and validating new data-centric ML techniques, and collaborating across disciplines to deliver data-driven improvements. They will design and implement tooling to configure and control synthetic data generation at scale, design new data generation strategies, run targeted training experiments, and build internal tools to expose dataset properties and track changes.

Skills

Machine Learning

Computer Vision

Data Pipelines

AI Model Training

Synthetic Data

Robotics

Machine Vision

Automation

Experimentation

Data Quality

Model 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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