Where Data Meets Action

From sustainability reporting to data-backed pitches, our sprints turn real problems into portfolio pieces.
Explore highlights from past cohorts and see what’s next.

Student Sprints 50+ Students in last cohort
Arround the world Participants UK, India, and around the world
live masterclasses Live masterclasses and certification
IoA Student Sprint

What is a Student Sprint?


Student sprints are time-boxed challenges that simulate the work you will be asked to do in early career roles. You receive a clear scenario, supporting data, or a problem statement, and examples of what “good” looks like. Across a few weeks, you scope the problem, make decisions, create a practical deliverable, and present your thinking. It’s a great way to demonstrate employability!

• Open to IoA student members from accredited institutions internationally
• Structured around employer-aligned skills
• Ends with a portfolio-ready asset and concise presentation

Explore Past Sprint Highlights

Why We Run Sprints


For Students

Practice scoping, analysis, trade-offs, and clear communication. Leave with credible evidence for job applications and career professional development.

For Universities and Departments

Extend curriculum learning with employer-aligned practice. Map cleanly to outcomes in analytics, data literacy, and business decision making. Give students something concrete to add to their early portfolio.

Mini-benefits:

• Portfolio projects that show both process and outcome
• Presentation and storytelling practice
• Clear rubrics and constructive feedback
• Community, peer review, and light mentoring.

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What recent cohorts achieved


Three different formats, one consistent outcome: confidence and credible evidence of skill.

Shark Tank Sprint

Data-Powered ideas, pitched with professionalism

A fast-paced, pitch style challenge. Teams shaped a business or product concept that addressed a real need, used data to size the opportunity or validate assumptions, and delivered a concise pitch. 

What students did:

  • Framed a real world problem, and sketched an MVP 
  • Collected or referenced data to justify choices 
  • Built simple visuals to communicate the case
  • Delivered a short presentation to be judged 

Outcomes:

Participants practiced critical thinking, prioritisation, and communication under time constraints. Exactly the pressures of early-career roles.

Watch Student Feedback

Sustainability Sprint

Learn about sustainability and carbon reporting

An educational sprint focused on knowledge acquisition. Students learnt the foundations of sustainability and carbon accounting, including how to track and report a carbon footprint. The sprint concluded with a test, successful participants receiving IoA certification.

What students did: 

  • Studied core concepts of sustainability reporting and carbon accounting
  • Practiced tracking activity data and structuring a carbon footprint calculation
  • Completed quizzes and a final assessment to validate understanding 

Outcome: 

Foundational literacy in sustainability and carbon reporting, plus a recognised certificate students can add to their portfolio.

Explore the IoA Portfolio

Analytics Task Challenge

Employer-style analysis, clearly communicated

A realistic, recruitment style challenge reflecting how analytics roles are assessed. Students worked independently with a complex, imperfect dataset and were asked to identify what mattered, explain it clearly, and make practical recommendations.. 

What students did:

  • Cleaned and prepared a real-world dataset 
  • Identified key behavioral patterns and risks 
  • Built focused visuals to support their narrative
  • Delivered a short, recorded presentation 

Outcomes:

Participants practiced judgement, prioritization, and professional communication under time pressure, mirroring the demands of early career analytics roles.

Watch Student Feedback

IoA Student Sprint

Winter 2025 Winners

Our Student Sprint challenges students to perform under real recruitment conditions by cleaning messy data, generating insight and presenting clear, evidence-based recommendations to a non-technical audience. For this challenge, students were given a complex, deliberately unclean dataset from a fictional music streaming platform and asked to clean the data, generate insights and present clear, evidence-based recommendations to a non-technical audience. Everyone who entered also received personalised feedback offering a highly impactful learning opportunity.

🏆 Our 2025 Sprint Winners

The winners stood out for their ability to combine technical rigour with business thinking, creativity and clear storytelling and our congratulations go to

Mitesh Varsani
Aston University
Smruti Prakash Shirodkar
Nottingham Trent University
Dylan Butterfield
Nottingham Trent University
Apala Lamichhane
Softwarica College
Prajwol Kadka
Softwarica College
Onyinyechi Chelsea Nwokoro
Coventry University

Why it matters

“In a more competitive graduate market, students increasingly need evidence of job-ready capability, not just a degree. Employers consistently value communication, collaboration and analytical thinking. Our sprint forces students to practise all three under realistic conditions. Winning is a bonus — the confidence and insight gained through participation and feedback is what truly prepares students for the workplace”
Dr Clare Walsh
Director of Education, Institute of Analytics

Student Stories


Positive feedback of past sprints, and where those students are now

Current Sprint: OpenStreetMap Business Idea Challenge


Open Data, Real World Thinking, Clear Pitch

Overview: Build and pitch a product, service, or business idea that uses OpenStreetMap as its foundation. This sprint focuses on a practical, employer relevant understanding of open data, why OpenStreetMap matters, and how to think critically about its advantages, limitations, and biases. You will practice problem framing, strategic reasoning, and presenting a clear, credible proposal in a Shark Tank style format. There is no geospatial analysis required.

Team Format: Solo only. This sprint is designed to reflect individual responsibility and decision making in early career recruitment and workplace settings.

Launch session

February 10th 2026

Submission deadline

2nd March 2026

Time Commitment: 10 to 14 hours across 2 weeks.

What you will produce:

  • A slide deck outlining the problem you are solving, your proposed solution, how OpenStreetMap enables it, and the key tradeoffs and risks to consider. 
  • A short-recorded presentation walkthrough of your pitch 
  • A clear explanation of assumptions, limitations, and why your proposal is realistic. 

Eligibility: IoA Student Members from accredited courses.

Recognition & Rewards


We champion students who take on real problems and communicate their thinking clearly. Recognition is designed to strengthen your applications and reward top performance.

ioa certificate

IoA Certificates

Participation for on-time submissions. Certificates of excellence for standout entries.

ioa website features

Website Features

Top projects spotlighted on the IoA site and channels

ioa amazon vouchers

Amazon Vouchers

Immediately tangible prizes for winners and runners-up.

For Universities & Departments


Sprints help bridge the gap between taught content and demonstrating competence

Included at no additional cost for accredited institutions

Mapping to learning outcomes in analytics, digital skills, and decision-making

Portfolio evidence students can cite in applications and assessments

Outcome summaries and participant feedback

FAQ


IoA student members from any discipline. You do not need to be a data specialist to start.

No. We design sprints to be accessible learning opportunities for all levels. Curiosity and persistence matter the most.

Expect a few focused hours per week across a short window. The current sprint section lists a suggested time budget.

Sprints are included with IoA student membership. Institutions with member cohorts can encourage broad participation at no extra cost

We use a transparent rubric focused on problem solving, methodology, clarity of visuals, communication skills, and quality of recommendations. Some sprints may include a short live pitch.

Yes, solo or pairs only (max 2). Solo work is encouraged as it mirrors recruitment data-challenge stages.

Prizing is per participant

We encourage you to publish it in your IoA Portfolio and reference it in applications.