Interns will contribute to real-world data innovation projects, including machine learning pipelines, AI agents, and enterprise deployment tooling. They will work directly with experienced mentors to apply AI-driven solutions to Fortune 500 business use cases.
Requirements overview
Applicants must be graduate students or exceptional advanced undergraduates recommended by an accredited professor. Candidates should demonstrate programming experience, intellectual curiosity, and strong problem-solving abilities.
Key skills
Data AnalysisMachine LearningAI AgentsRetrieval SystemsEvaluation FrameworksEnterprise AI IntegrationDeployment ToolingProduct PrototypingApplied ResearchAutomation SystemsGraph TheoryComputer ScienceData ScienceArtificial IntelligenceEnterprise Software Deployment
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Evolver secures and modernizes the missions that matter. We deliver cybersecurity, digital transformation, applied AI, and managed technology to the national security, federal civilian, and commercial organizations that cannot afford to fail.
Founded in 2000 and headquartered in Reston, Virginia, we have spent more than 25 years at the forefront of mission-critical technology. Today a cleared, credentialed team of 500+ professionals brings a single, unified portfolio to every engagement:
Cybersecurity: threat detection and response, zero trust architecture, cloud security, and continuous compliance for the most demanding federal and regulated environments.
Digital Transformation & Applied AI: automation, data analytics, and decision intelligence operationalized inside secure, compliant architectures, so AI creates advantage without adding risk.
Managed Data & Technology: cloud, infrastructure, IT modernization, and managed services engineered for resilience and uptime.
eDiscovery & Legal Technology: defensible, efficient, cost-controlled support for complex litigation and investigations.
Electronic Security: integrated physical security and access control for high-assurance facilities.
What sets us apart is disciplined engineering and relentless execution. Our Innovation Center pressure-tests emerging technology so our federal and Fortune 500 clients adopt it with confidence, not risk. From the data center to the SOC to the mission edge, we are accountable for outcomes, not just deliverables.
This is the power to advance: bold thinking, relentless execution, and measurable impact for the organizations that protect and serve.
Ready to advance your mission? Explore capabilities and careers at evolverinc.com or call 703 742 4049.
Data & AnalyticsSoftwareTechnologyScience & ResearchConsulting
Description
Applied Data Science Summer Internship
About Us:
Evolver is a rapidly growing enterprise AI company building advanced solutions for Fortune 500 organizations across finance, tax, risk, and audit. In just 1.5 years, the company has grown from 0 to nearly 100 employees, bringing together an exceptional team of technologists, researchers, and industry experts. Founders includes former executives from some of the world’s top organizations, including the former Global CTO and Global Board Member of Ernst and Young and the former VP of AI from Microsoft, alongside senior leaders from other major global enterprises. The team includes multiple PhDs and a strong concentration of employees with advanced degrees from leading universities. This in-person internship offers a small cohort of students the opportunity to work directly alongside experienced operators and AI experts while gaining hands-on exposure to using the latest innovations in data science applications at a frontier startup environment.
Program Details:
Evolver is launching a small, highly selective summer internship cohort for students and emerging talent to gain hands-on experience applying data science techniques to enterprise datasets while learning to leverage and deploy AI systems for real-world Fortune 500 business use cases.
This is an intensive 10-week, full-time small cohort program designed to provide direct mentorship from experienced professionals in computer science, data science, artificial intelligence, and enterprise software deployment.
Duration: 10 weeks (full-time), June through Early August.
Competitive Compensation: Tailored to your experience and skill set.
Format: Hybrid (4+ days in person) - Based in Palo Alto, CA off University Ave
Cohort Size: Small and mentorship-focused
Learning Goals: Develop and apply AI-driven data science solutions on real-world datasets and workflows supporting Fortune 500 enterprise use cases.
Role Details:
Interns will contribute to real data innovation projects involving:
Data analysis and machine learning pipelines
AI agents, retrieval systems, and evaluation frameworks
Enterprise AI integration and deployment tooling
Product prototyping and applied research
Automation systems for large-scale organizational use
Real world enterprise use cases of graph theory
Gain direct exposure to Fortune 500 clients
Access enterprise-scale AI and data science initiatives through hands-on collaboration with internal teams and customer engagements.
Projects are oriented toward practical AI solutions deployed in enterprise and Fortune 500 environments.
Mentorship & Learning
Interns will work closely with experienced staff and technical mentors with expertise in:
Computer Science
Data Science & Analytics
Applied AI & Machine Learning
Enterprise Infrastructure
Scalable AI Deployment
Risk and Compliance Frameworks
Tax and Audit
The program is structured as a high-engagement cohort-based apprenticeship experience emphasizing:
Daily in person technical collaboration
Rapid learning and iteration
Exposure to real deployment challenges
Cross-disciplinary problem solving
Professional development in AI engineering and enterprise systems
Who Should Apply:
We welcome applications from:
Graduate students with a record of excellence
Exceptional advanced undergraduates
All candidates are required to be recommended by an accredited professor leading a relevant program at a top university. Will be verified during application process.
Strong candidates typically demonstrate:
Programming experience
Curiosity about AI systems and emerging technologies
Initiative, creativity, and strong problem-solving ability
Prior technical, research, or project experience
You do not need deep expertise in every area, we value intellectual curiosity, adaptability, and motivation to build.