Full-Time
Data Scientist
Updated on 8/1/2026
Aven
51-200 employees
Web-based tech platform emphasizing security
No salary listed
Campbell, CA, USA
In Person
 Data & Analytics (1) |
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- The candidate must have 5+ years of data science experience with a track record of thought leadership and innovation.
- The candidate must have a PhD or Master of Science degree in a quantitative field, such as Engineering, Mathematics, Natural Sciences, or Economics.
- The candidate must have expert knowledge of a scientific computing language such as R or Python and SQL.
- The candidate must have theoretical and applied expertise in statistics, machine learning, and experimental design.
- The candidate must have excellent written and verbal communication skills.
- The candidate must have experience designing and implementing complex modeling solutions from ideation to production at scale.
- The candidate must have experience influencing high-impact decisions.
- The candidate must have strong project management and organizational skills.
- Partner across the company with Product, Engineering, Marketing, Sales, Finance, and Data Science teams to shape product strategy using rigorous scientific solutions.
- Apply statistical, machine learning, and econometric models on large datasets to measure results and outcomes, identify causal impact and attribution, and predict future performance of users or products.
- Design, implement, and launch innovative data science solutions to empower data-driven decisions at scale.
- Design, analyze, and interpret the results of experiments.
- Develop key metrics and observability for Aven products.
- Drive the collection of new data and the refinement of existing data sources.
- Create analyses that tell compelling stories and inspire action.
Aven operates a web-based platform likely aimed at tech clients, with the core product consisting of online services accessed through a browser. The available hints point to a JavaScript-driven interface and the use of Cloudflare’s security features, suggesting the platform prioritizes protecting traffic and user data from malicious activity. How the product actually works cannot be confirmed from public information, but the presence of JavaScript and a security-focused setup implies the service runs in the browser and relies on cloud-based infrastructure to manage requests, authenticate users, and defend against threats. Aven’s differentiation appears to come from its emphasis on security and data protection within a web-based solution, rather than a broad suite of generic features. The stated goal seems to be delivering a secure, online platform for clients that require reliable protection of their web traffic and data while offering web-based functionality.
Company Size
51-200
Company Stage
Series E
Total Funding
$252M
Headquarters
San Francisco, California
Founded
2019
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Simplify's Take
What believers are saying
- Consumers want credit access without selling appreciating assets like homes or bitcoin.
- Fast online underwriting and funding support conversion for convenience-seeking borrowers.
- No annual or origination fees improve price competitiveness against traditional HELOCs.
What critics are saying
- Coastal Community Bank and Visa create single-partner dependence for issuance and scaling.
- Housing downturns directly impair collateral value, credit availability, and loss severity.
- Bitcoin collateral creates liquidation risk during sharp price declines and brand damage.
What makes Aven unique
- Aven turns home equity into a Visa card, not a lump-sum loan.
- The company offers up to $400,000 credit lines with 2% cash back.
- BitGo-backed bitcoin collateral expands Aven into asset-backed consumer credit.
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Benefits
Company equity
Remote friendly
Medical, vision, & dental insurance
PTO
Parental leave
Aven Card
Growth & Insights and Company News
6 month growth
↓ -2%1 year growth
↓ -3%2 year growth
↓ -1%Startup founders should strategize for late-stage fundraises, like a $250 million Series D, from the start, according to founders and VCs. Aven CEO Sadi Khan emphasized planning for capital needs early, as Aven requires significant funding for growth. Building relationships with investors early is crucial, with Lila Preston of Generation Investment Management suggesting starting at least two years prior to needing capital. This approach helps align with suitable investors for future funding rounds.
SAN FRANCISCO - Aven, a pioneer in home equity - backed credit cards, today announced a $110 million Series E financing at a $2.2 billion post-money valuation - more than double its valuation from a year ago.
Aven, the pioneer in home equity–backed credit cards, today announced a $110 million Series E financing at a $2.2 billion post-money valuation — more than do...
Aven announced a $110 million Series E funding round at a $2.2 billion valuation, more than doubling its valuation from the previous year. The round was led by Khosla Ventures, with participation from General Catalyst, Caffeinated Capital, GIC, Electric Capital, and Founders Fund. This funding will help Aven accelerate the development of America's first full-service machine banking platform for homeowners.
Title: "July 2024: Key Global Investments in the Fintech Sector" In July 2024, the fintech sector saw significant funding rounds. Aven, a US-based startup, raised $142 million in Series D, led by Khosla Ventures and General Catalyst, boosting its valuation to over $1 billion. MNT-Halan from Egypt secured $157.5 million, with $40 million from IFC and the rest from investors like DPI and Lorax Capital Partners. Other notable investments include $195 million for Ascend Money (Thailand) and $100 million for Matera (Brazil).