Perception Intern, Summer 2026 at Mach49

San Francisco, California, United States

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Not SpecifiedCompensation

InternshipExperience Level

InternshipJob Type

UnknownVisa

Geospatial Technology, Urban InfrastructureIndustries

Requirements

Strong programming fundamentals in Python, with a focus on algorithmic problem-solving and clean code design
Ability to implement and iterate on heuristic or geometry-based algorithms quickly
Hands-on experience with machine learning frameworks (e.g., PyTorch, Jax) and familiarity with computer vision tasks
Keen interest in applying machine learning to solve real-world problems, particularly in the context of geospatial data analysis
Excellent problem-solving abilities and a collaborative mindset, with the capacity to work independently on complex tasks
Currently pursuing a degree in Machine Learning, Computer Science, or a related field, with a solid understanding of machine learning concepts and techniques

Responsibilities

Contribute to advanced 2D image and 3D point cloud models for object and panoptic detection, focusing on urban and roadway features such as traffic lights, utility poles, curbs, and painted road markings
Develop prototypes, such as detecting paint lines and curbs on roadways
Bring perception models and algorithms into a real-time detection domain, trading off accuracy for speed to run on advanced edge mapping hardware systems
Assist in the development and tuning of machine learning models to enhance performance and accuracy

Skills

Key technologies and capabilities for this role

PythonPyTorchJAXComputer VisionMachine LearningObject DetectionPanoptic DetectionPoint CloudsGeospatial DataAlgorithmic Problem-Solving

Questions & Answers

Common questions about this position

What skills are required for the Perception Intern position?

Strong programming fundamentals in Python with algorithmic problem-solving and clean code design are required, along with hands-on experience with machine learning frameworks like PyTorch or Jax, familiarity with computer vision tasks, and ability to implement heuristic or geometry-based algorithms quickly.

What is the compensation for this internship?

This information is not specified in the job description.

Is this a remote internship or does it require office presence?

This information is not specified in the job description.

What is the company culture like at Mach9?

You will work alongside industry experts on impactful projects at the intersection of machine learning and geospatial technology, gaining practical experience in a collaborative environment focused on urban infrastructure management.

What makes a strong candidate for this Perception Intern role?

Candidates should be currently pursuing a degree in Machine Learning, Computer Science, or a related field, demonstrate excellent problem-solving abilities and a collaborative mindset, and show a keen interest in applying machine learning to real-world geospatial problems.

Mach49

SaaS platform for venture building and investing

About Mach49

Mach49 specializes in Venture Building and Venture Investing, offering a SaaS platform, 2401, that guides organizations through the venture building process, teaching them how to solve customer pain, master the art of the possible, and drive meaningful growth with small bets and minimal risk. The main technologies used in the product include a SaaS platform for guiding organizations through the venture building process, focusing on solving customer pain and driving growth with minimal risk.

Redwood City, CaliforniaHeadquarters

2013Year Founded

VENTURE_UNKNOWNCompany Stage

Consulting, Venture CapitalIndustries

51-200Employees

Risks

Increased competition in the venture studio space may dilute market share.

Economic downturns could reduce corporate spending on innovation.

Geopolitical tensions may limit international market operations.

Differentiation

Mach49 partners with global businesses to build growth engines through venture building.

The company has a strong focus on climate and sustainability initiatives.

Mach49's Growth Institute develops internal innovation ecosystems for long-term growth.

Upsides

Expansion into sports and entertainment sectors opens new revenue streams.

Increased demand for corporate venture investment boosts Mach49's growth potential.

Partnership with TDK Ventures showcases rapid venture strategy implementation.

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