Computer Vision Intern (Summer 26')

The Elevator Pitch

Do you thrive in fast-paced environments Do you have a can-do attitude and burning passion for building things from scratch Does working with cutting-edge machine vision models excite you Evolv is looking for a Computer Vision Intern to help prototype novel approaches that transform real-time video streams into actionable scene understandingenabling customers to make smarter faster decisions about their environments.

In this role youll work hands-on with modern machine vision techniques build end-to-end prototypes and contribute directly to the foundation of future product features. Youll be mentored by a Systems Architect and supported by cross-functional partners across engineering product and QA. This internship is ideal for someone who is curious technically driven and eager to see their work come to life in a real-world product context.

Success in the Role: What will you accomplish

Weeks 12: Onboarding and Environment Setup

• Get up to speed on Evolvs technology stack development workflows and tooling
• Learn the problem space and define a scoped computer vision project with clear success criteria
• Develop a project plan and delivery timeline
• Begin coding and collecting initial datasets
  

Between Weeks 38: Build Iterate Learn

• Participate in frequent check-ins with your mentor to review progress and remove blockers
• Experiment with multiple approaches and adapt your design as new insights emerge
• Build increasingly sophisticated prototypes demonstrating scene understanding from video data
• Incorporate feedback from engineering product and QA partners
  

By the Week 10: Deliver and Showcase

• Deliver a polished demo-ready computer vision prototype
• Create a clear professional presentation explaining your approach results and learnings
• Demonstrate working knowledge of modern computer vision models and data curation practices
• Propose a roadmap for future enhancements and next steps

The Work: What type of work will you be doing

Computer Vision & Machine Learning

• Prototype and tune vision models using curated datasets
• Design define and document evaluation metrics
• Assess model performance and iterate on training strategies parameters and data
  

Coding

• Write clean well-documented code (primarily in Python)
• Build supporting tools scripts or visualizations to evaluate and demonstrate model outputs
• Use JavaScript React and as needed to support lightweight UI components or visual demos (bonus)
  

Data Collection and Labeling

• Collect large diverse datasets from multiple sources
• Design pipelines to automate or streamline image and video labeling
• Curate and maintain high-quality training and validation datasets

Cross-Functional Collaboration

• Partner with QA to validate functionality and ensure high-quality outputs
• Work with Product Managers to understand customer problems and translate requirements into technical solutions
• Collaborate with Design and UX partners when contributing to user-facing workflows
  

Documentation & Communication

• Clearly document your technical approach trade-offs and outcomes
• Produce a visually compelling and technically detailed final presentation of your work

What We Look for in Applicants

We read every application. To be considered please ensure you:

• Are Pursuing a degree in Computer Science SoftwareEngineering or a related field

• Have experience developing in Python
• Have experience with JavaScript or frontend visualization tools
• Are comfortable working in Windows Linux or cross-platform environments
• Have coursework or hands-on experience related to computer vision machine learning image processing or data science
• Bonus points for: PyTorch TensorFlow and/or familiarity of video processing real-time systems or sensor data

Your cover letter explains whyyoureinterested and why you believeyourea good fit for this value curiosity a willingness to learn and the drive to contribute to impactful work.

Where is the role located

The location of thisrole is based onsite in Waltham MA with flexibility to commute outside peak traffic hours. Occasional remote work may be approved by your manager. Relocation assistance is not provided.

Compensation and Transparency Statement

The base salary range for this full-time position is $20- $27/hr. This range reflects our commitment to pay transparency and equity in alignment with applicable state laws. Our compensation ranges are determined based on factors such as role level location market benchmarks and internal equity. The posted range represents the good-faith estimate of what we expect to pay for this role across U.S. locations. Actual compensation within the range will be based on the candidates skills experience education and geographic location.

In accordance with state and local pay transparency lawsincluding those in California Colorado Massachusetts New York New Jersey and otherswe disclose salary ranges in all job postings and provide additional information upon request.

During the hiring process your recruiter will share:

The specific hourly rate range

Insights into how compensation decisions are made including factors that influence starting pay

We are committed to fair pay practices and we regularly review our compensation programs to ensure they are competitive equitable and aligned with our values.

Values:

At Evolv were on a mission to help make public spaces safer through innovative security technology. So were looking for future teammates who embody our values people who:

Do the right thing always;

Put people first;

Own it;

Win together; and continue to

Be bold stay curious.

Evolv Technology (Evolv) is an Equal Opportunity Employer and prohibits discrimination and harassment of any kind. We welcome and encourage diversity in the workplace and all employment decisions are made without regard to race color religion national social or ethnic origin sex (including pregnancy) age disability HIV Status sexual orientation gender identity and/or expression veteran status or any other status protected by law in the locations where we operate. Evolv will not tolerate discrimination or harassment based on any of these characteristics.

Evolv is committed to offering an inclusive and accessible experience for all job seekers including individuals with disabilities. If you need a reasonable accommodation as part of the job application process please connect with us at

Evolv participates in E-verify for all employees after the completion of Form I-9.

Required Experience:

Intern