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Data Analytics & Research Methods
Learn how early-stage teams turn broad questions into testable hypotheses and communicate data without overstating what it proves.
- Data analytics
- Statistics
- Business intelligence
- Behavioral research
- Economics
- Computer science
- Information systems
FALL RESEARCH PRACTICUM: DATA ANALYTICS & RESEARCH METHODS TRACK
Unpaid | Remote | Approximately 4 hours per week
October 12–December 11, 2026
IntelliLight Labs is inviting a small number of participants to join our Fall Research Studio, an eight-active-week educational program exploring how research, data and responsible analysis can inform an emerging technology concept.
IntelliLight Labs sits at the intersection of neuroscience, physical environments, behavior and technology.
Our first product concept explores how light, sound, timing and environmental context might work together as part of a more responsive physical environment.
This track is designed for people who want to learn how early-stage teams turn broad questions into testable hypotheses, distinguish promising signals from incomplete evidence and communicate data without overstating what it proves.
This track may be especially relevant to people interested in data analytics, statistics, business intelligence, behavioral research, economics, computer science, information systems or related fields.
What you will explore
- / Turning assumptions into research questions
- / Survey and interview methodology
- / Exploratory analysis using sample, synthetic, public or appropriately de-identified data
- / Data visualization and research communication
- / Sample-size transparency
- / Limitations and uncertainty
- / User-versus-buyer behavior
- / Basic segmentation and pattern exploration
- / How analytical choices influence conclusions
- / The difference between correlation, preference and product evidence
What you will gain
- / Guided exposure to early-stage research and product thinking
- / Experience translating ambiguous questions into analytical frameworks
- / Individual mentorship and feedback
- / Practice communicating analytical limitations responsibly
- / A portfolio-ready research or analytics project
- / Experience you may include on your résumé or LinkedIn profile
- / A program-completion letter following successful completion
- / The ability to request a professional reference based on participation and work directly observed by the IntelliLight Labs team
Program structure
- / Eight active learning weeks
- / Approximately four hours per week
- / Weekly virtual discussion and learning session
- / Independent research exercises
- / Flexible scheduling around other commitments
- / Thanksgiving week off
- / Final presentation
- / Written reflection
This is an unpaid, limited-duration educational research practicum.
Participants will not receive wages or employee benefits.
The program is structured around guided learning, research methodology, feedback and an individual project.
Participation does not constitute or guarantee employment with IntelliLight Labs or IntelliLight LLC.
Any future paid opportunity would involve a separate application and selection process.
Current enrollment, academic credit and faculty sponsorship are not required to apply.
This track is ideal for undergraduate and graduate students, recent graduates and early-career researchers who want to build and demonstrate analytical and research skills through a structured project.
To apply
Submit your résumé and a brief response to:
What is one assumption about people, environments or technology that you would want to investigate, and how might you test it?