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Tech Stack
Tools & technologiesPython
About the role
Key responsibilities & impact- Conduct thorough market research to identify requirements for transit signage hardware and software.
- Leverage advanced AI tools (e.g. natural language processing, machine learning models, generative AI) to gather insights, analyze trends, and predict evolving customer needs.
- Assist in defining and documenting product features and specifications based on research findings.
- Support cross-functional teams by synthesizing research into actionable recommendations and contributing to strategy discussions.
- Deliver a comprehensive report on market opportunities within the transit signage space, detailing gaps and potential growth areas.
- Identify emerging technologies, standards, and competitor offerings relevant to passenger information systems.
- Develop an annotated dataset or knowledge base using AI tools to support informed product decisions.
- Confidently present findings to leadership and product development stakeholders, helping to shape product direction.
- Perform qualitative and quantitative customer research: surveys, interviews, and user feedback collection.
- Utilize AI-driven research platforms (such as ChatGPT, text analytics suites, and custom machine learning classifiers) to unearth information on market segments, competitor products, adoption patterns, and pricing models.
- Summarize and visualize data findings in clear written reports, slide decks, and dashboards.
- Propose suggestions and improvements to Luminator’s product roadmap based on research insights and actionable recommendations.
- Collaborate effectively with product managers, engineers, designers, and marketing teams to execute research tasks and integrate findings into the product development lifecycle.
- Stay up to date with industry trends, signage innovations, and relevant standards (e.g. GTFS, NTCIP) to ensure our solutions remain cutting edge.
Requirements
What you’ll need- Current enrollment in a relevant degree program (Business, Engineering, Computer Science, Human-Computer Interaction, etc.)
- This internship is ideal for a third‑year (junior) college student ready to apply their coursework in a real‑world setting.
- Interest or experience in public transit, transportation technology, or related fields.
- Familiarity with AI tools, basic coding/scripting (Python or R), and data analysis methods.
- Strong communication, organization, and critical thinking skills.
- A proactive attitude, eagerness to learn, and ability to work independently as well as in a team.
Benefits
Comp & perks- N/A 📊 Check your resume score for this job Improve your chances of getting an interview by checking your resume score before you apply. Check Resume Score
ATS Keywords
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Hard Skills & Tools
natural language processingmachine learningdata analysisqualitative researchquantitative researchcodingscriptingPythonRAI tools
Soft Skills
communicationorganizationcritical thinkingproactive attitudeeagerness to learnindependenceteamwork
