Data Science Alliance
Data Science Alliance is a San Diego nonprofit that delivers pro bono data science and AI projects for nonprofits, trains student interns, and educates the public on responsible data practices through tiered memberships, events, and a Framework for Responsible Data Science.
- Company typePrivate
- Founded2019
- HeadquartersSan Diego, United States
- Headcount1–10
- GTM typeB2B
- OfferingServices
What Data Science Alliance does
Data Science Alliance (DSA) is a 501(c)-style nonprofit organization founded in 2019 and headquartered in San Diego, California. Its mission is to build a responsible data science and AI ecosystem, anchored by a Framework for Responsible Data Science built on four principles: Fairness, Transparency, Privacy, and Veracity. The organization operates a community-driven model that combines pro bono applied data science projects for nonprofits, a paid internship and volunteer program, educational products, and a multi-tier membership program. In 2025, DSA sustained 16 projects (4 delivered at no cost to nonprofits), 935 volunteer hours from 16 volunteers, 75+ interns trained, and 25 community partnerships.
DSA's core technology is a combination of the ethical framework and a portfolio of applied analytics products. Flagship deliverables include the Food Bank Dashboard 2.0 (built with Feeding San Diego for county-level food insecurity mapping), the Surgical Equipment Usage Optimization model (built with the Jacobs Center for Health Innovation and UC San Diego Health, projecting 19-70% surgical waste cost savings across three specialties), and a Framework for Healthcare AI Development (co-developed with MTN.AI and Nemsee LLC for bias mitigation in medical AI). Educational products include a Data Safety Curriculum and a Responsible Data Science Video Game, both designed for broad public audiences.
DSA's business model is a hybrid nonprofit revenue stack: recurring membership fees across seven tiers ($50 to $5,000 per year), one-time donations via Stripe with preset tiers of $10-$250, event ticket sales with member discounts, and grants or institutional support. Go-to-market is community-led, relying on workshops, panel discussions, mixers, and two annual flagship events (Data for Societal Good and Women in Tech), distributed through LinkedIn, Instagram, TikTok, Facebook, and a Spotify podcast. The Pledge for Responsible Data Science (515 signers) serves as a brand-building and mission-alignment tool. In 2025, 67.9% of funds were directed to programs, 21.4% to fundraising, and 10.7% to administration, with only 6 paid positions per quarter, indicating a lean operating model.
Data Science Alliance firmographics
Firmographics- Name
- Data Science Alliance
- Legal name
- Data Science Alliance
- Website
- https://datasciencealliance.org
- Company type
- Private
- Founded year
- 2019
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Data Science Alliance is a San Diego nonprofit that delivers pro bono data science and AI projects for nonprofits, trains student interns, and educates the public on responsible data practices through tiered memberships, events, and a Framework for Responsible Data Science.
- Ownership category
- akta.pro rank
Data Science Alliance industry classification
Industry- Product category
- Nonprofit data science and AI ethics services
- NAICS
- Other Scientific and Technical Consulting Services (54169), Professional Organizations (81392), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Processing & Data Preparation (7374)
- akta.pro primary industry
- Data Science & Analytics (Data Literacy, SQL, Visualization) (EDAMACAF)
- akta.pro secondary industry
- Data Governance Platforms (Policies, Stewardship, Workflows) (HDAEADAB)
Keywords
Where Data Science Alliance is headquartered
LocationHeadquarters
- HQ city
- San Diego
- HQ country
- United States
- HQ region
- North America
Offices2 records
Markets served
Data Science Alliance business model
Business model- GTM type
- B2B
- Offering type
- Services
- Cost components
- Personnel, Operations, Marketing or Sales, Technology or R&D, Others
Revenue model
- Membership Fees: Annual and monthly membership tiers ranging from $5/month for students to $425/month for Hero tier, providing event discounts and merchandise
- Donations: One-time donations via credit card, check, or DAF; Tax ID EIN 84-3819214
- Event Tickets: Tickets to events with discounts for members (50-75% off depending on tier)
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Student Guardian: $50/year or $5/month - for students with active email |
| Subscription | Annual | Guardian: $50/year or $5/month |
| Subscription | Annual | Protector: $100/year or $10/month |
| Subscription | Annual | Sentinel: $250/year or $25/month - RECOMMENDED |
| Subscription | Annual | Champion: $500/year or $50/month |
| Subscription | Annual | Defender: $2000/year or $175/month |
| Subscription | Annual | Hero: $5000/year or $425/month |
Go-to-market motion1 record
Distribution channels3 records
Marketing channels5 records
Data Science Alliance product offering
Product offeringCore offering
Data Science Alliance is a nonprofit organization that delivers pro-bono data science and AI projects to community nonprofits and healthcare partners, anchored by its proprietary Framework for Responsible Data Science built on Fairness, Transparency, Privacy, and Veracity principles. Its portfolio includes analytics projects (Food Bank Dashboard 2.0, Surgical Equipment Usage Optimization), educational offerings (Data Safety Curriculum, Responsible Data Science Video Game), annual events (Data for Societal Good, Women in Tech), and a tiered membership program for individuals and professionals who support the mission.
Product overview
Data Science Alliance offers a portfolio of programs and projects focused on responsible data science and AI for societal good. The organization operates a collaborative ecosystem combining a Data Safety Curriculum and Responsible Data Science Video Game for education, the Food Bank Dashboard 2.0 and Surgical Equipment Usage Optimization for analytics services, and an annual event series including Data for Societal Good and Women in Tech. The Framework for Responsible Data Science and The Pledge serve as foundational ethical guidelines, while the membership and internship/volunteer programs engage the community. All offerings are built around core principles of fairness, transparency, privacy, and veracity.
Differentiator
Problem solved
Functional benefit
Products and services
- Membership Program Recurring membership program offering event discounts (10-75% off depending on tier) and member merchandise (t-shirts, tote bags, water bottles, hoodies, pins, collectible RDS Principle Statue for Hero tier) to individuals supporting DSA's mission.
- Internship Program Hands-on data science, AI, design, and marketing internship program for high school, undergraduate, and graduate students, with 6 paid positions per quarter and remaining slots offering academic credit.
- Volunteer Program Volunteer program that engages students and professionals in DSA's data-driven projects supporting community nonprofits, with a minimum time commitment of 2-8 hours per week.
- Data for Societal Good Annual Event Yearly event bringing together community leaders to discuss leveraging data and AI to tackle societal challenges, with member discounts on tickets.
- Women in Tech Annual Event Annual event in March dedicated to insightful discussions and networking with female leaders in data science and AI who champion ethical principles.
- Seasonal Mixers Social events throughout the year that bring students, professionals, and data enthusiasts together in a relaxed environment to foster networking and community engagement.
- The Framework for Responsible Data Science A publicly available guide for individuals and organizations to ensure their data-driven projects are fair, transparent, and accurate while protecting privacy, serving as the foundational methodology for all DSA projects.
- The Pledge for Responsible Data Science A community movement that puts ethics at the heart of innovation, inviting individuals to sign a pledge standing for responsible data science and AI practices.
- Food Bank Dashboard 2.0 A data dashboard built for Feeding San Diego that identifies underserved communities to help ensure food reaches those who need it most across San Diego County.
- Surgical Equipment Usage Optimization A predictive analytics project delivered with UC San Diego Health that analyzes surgical equipment usage to predict waste cost savings between 19% and 70% across urology, oncology, and colorectal surgery.
- Framework for Healthcare AI Development A framework developed with MTN.AI and Nemsee LLC for medical AI companies building products that mitigate bias and risk for health systems with ever-evolving AI ethics policies.
- Data Safety Curriculum An interactive curriculum and workbook teaching practical skills to protect personal information and confidently navigate the online world, covering topics from phishing scams to identity theft.
- Responsible Data Science Video Game An immersive video game set in a world of wizards, kings, and enchanting creatures that introduces data science concepts and the importance of fairness, transparency, privacy, and veracity through storytelling and gameplay.
Quantifiable outcome
- Predicted surgical waste cost savings of 19-70% across urology, oncology, and colorectal specialties
- +3 more outcomes
Companies that use Data Science Alliance
Customer profileNamed customers5 records
Segments5 records
Ideal customer profiles4 records
Data Science Alliance technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Feature5 records
Data Science Alliance partnerships and signals
Strategic signalPartnerships
Eight partnerships are on record, tiered core and minor.
- Halicioglu Data Science Institute at UC San DiegocoreFounded by DSA creator Taner Halicioğlu to expand the practice of data science to solve problems worldwide. Several board members are affiliated with this institute.
- Feeding San DiegocoreBuilt a dashboard to revolutionize food distribution across San Diego County, identifying underserved communities and helping ensure food reaches those who need it most. The food bank has improved resource allocation and built stronger donor relationships.
- Jacobs Center for Health InnovationcoreCollaboration to transform patient outcomes and surgical supply management at UC San Diego Health. Analyzed surgical equipment usage data to develop models predicting waste reduction of 19-70% across three specialties.
- MTN.AIcoreDeveloped a framework for medical AI companies building products that mitigate bias and risk for health systems with ever-evolving AI ethics policies.
- Nemsee LLCcoreCo-developed framework for healthcare AI development addressing bias mitigation and risk for health systems.
- EyePop.aiminorStudent interns advanced several key projects including dataset annotation, feature testing, and recommended best practices based on the Responsible Data Science Framework. Provided invaluable customer-focused perspectives.
- Connect FoundationminorData aggregation to validate that 53% of startups in San Diego had women and/or BIPOC representation in executive leadership, published in their 2024 annual impact report.
- San Diego ZoominorDeveloped a predictive model to bolster fundraising operations using the zoo's database, supporting wildlife health, education, and conservation.
Scale indicators8 records
Recent moves6 records
Expansion highlights6 records
Data Science Alliance competitors and assessment
Company assessmentDirect peers
- DataKind: Nonprofit that mobilizes data scientists against social sector challenges through volunteer-led projects. Most directly comparable to DSA in mission, volunteer-driven delivery model, and nonprofit-customer focus.
- Data.org: Nonprofit capacity-building platform focused on data science for social impact globally, backed by philanthropy. Comparable in mission orientation toward responsible, mission-driven data practice.
- AI4ALL: Nonprofit creating AI education and pipelines for underrepresented communities. Comparable in mission-driven responsible AI education, internship programs, and pledge-style community engagement.
- DrivenData: Hosts data science competitions for social impact, working with NGOs and mission-driven organizations on predictive modeling projects (health, conservation, food security). Comparable in project-based social-good data science delivery.
- Bayes Impact: Nonprofit that turns data scientists into public-interest leaders through fellowships and applied projects. Comparable in volunteer/fellow-based applied data science for societal outcomes.
Broad incumbents
- Open Data Institute: Nonprofit focused on data trust, governance, and ethical data use. Comparable in data governance/ethics framework orientation but at a UK/global scale with policy advocacy focus.
- The Alan Turing Institute: UK national institute for data science and AI. Comparable in advancing responsible data science frameworks but at a vastly larger, publicly-funded scale.
- Data & Society: Established research nonprofit studying the social implications of data and AI. Highly comparable in responsible-AI thought leadership but operates through research and convening rather than project delivery.
- NumFOCUS: Larger nonprofit supporting open-source scientific computing (Pandas, NumPy, Jupyter). Overlaps with DSA's data science community-building but operates at a national/global scale and on open-source tooling rather than ethics.
Emerging players
- Code for America: Nonprofit using technology and data to improve government services through fellows and volunteers. Adjacent to DSA's volunteer/intern model and mission-driven tech engagement but focused on civic tech rather than responsible AI.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks5 records
Key highlights7 records
Customer concentration
Data Science Alliance social profiles
Digital presenceData Science Alliance financial estimates
Financial estimateRevenue estimate
Valuation estimate
Data Science Alliance leadership team
Management profileNumber of profiles
Profiles7 records
Data Science Alliance funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Data Science Alliance M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Data Science Alliance
What does Data Science Alliance do?
Data Science Alliance is a nonprofit organization that delivers pro-bono data science and AI projects to community nonprofits and healthcare partners, anchored by its proprietary Framework for Responsible Data Science built on Fairness, Transparency, Privacy, and Veracity principles. Its portfolio includes analytics projects (Food Bank Dashboard 2.0, Surgical Equipment Usage Optimization), educational offerings (Data Safety Curriculum, Responsible Data Science Video Game), annual events (Data for Societal Good, Women in Tech), and a tiered membership program for individuals and professionals who support the mission.
Is Data Science Alliance a public or private company?
Data Science Alliance is a private company. It is classified as nonprofit foundation owned and is currently operating.
When was Data Science Alliance founded?
Data Science Alliance was founded in 2019. It employs 1 to 10 people.
Where is Data Science Alliance based?
Data Science Alliance is headquartered in San Diego, United States, in the North America region.
How does Data Science Alliance make money?
Three revenue lines are on record. Membership Fees are the primary driver. The others are donations and event Tickets.
Who are Data Science Alliance's main competitors?
Direct peers on record are DataKind, Data.org, AI4ALL, DrivenData and Bayes Impact. Broad incumbents are Open Data Institute, The Alan Turing Institute, Data & Society and NumFOCUS. Code for America is listed as an emerging player.
Does Data Science Alliance have an API?
No public API is recorded for Data Science Alliance.
What industry is Data Science Alliance in?
Data Science Alliance's product category is Nonprofit data science and AI ethics services. Its primary akta.pro industry code is EDAMACAF, Data Science & Analytics (Data Literacy, SQL, Visualization), with a secondary code of HDAEADAB, Data Governance Platforms (Policies, Stewardship, Workflows). Its NAICS code is 54169 and its SIC code is 7370.