
Tonic.ai democratizes data access for all technical data consumers by eliminating trade-offs between privacy and data availability. Tonic’s solutions synthesize safe, high-fidelity versions of…

Tonic.ai democratizes data access for all technical data consumers by eliminating trade-offs between privacy and data availability. Tonic’s solutions synthesize safe, high-fidelity versions of…
Product: Privacy-preserving synthetic data platform for software engineering, testing/QA, and AI/ML
Founded: 2018
Employees: 110
Total funding: 46800000 USD
Lead investor (largest disclosed round): Insight Partners (Series B)
Key offerings / moves: Tonic Textual (secure unstructured data lakehouse); acquired Fabricate
Reduces trade-offs between data privacy and availability by producing safe, high-fidelity synthetic datasets for non-production use (development, QA, demos, ML training, RAG/LLM workflows).
2018
Software Development
$8M
Series A participants reported to include Bloomberg Beta, XFund, Heavybit, Silicon Valley CISO Investments, and angel investors.
$35M
Series B participants reported to include GGV Capital, Bloomberg Beta, Octave (William Smith), Heavybit, and Silicon Valley CISO Investments.
“Backed by growth and sector-focused investors including Insight Partners (Series B lead), GGV Capital (Series A lead), Bloomberg Beta, Heavybit, XFund, Silicon Valley CISO Investments, and named angel investors (e.g., Joe Lonsdale, William Smith, Auren Hoffman).”
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Tonic.ai is a fast-growing Series B company operating at the intersection of data privacy and AI, making it an essential component of the modern AI stack. Our platform combines advanced data synthesis, de-identification, and privacy-preserving techniques to enable the safe use of enterprise data for software development, testing, and model training — accelerating innovation while protecting what matters most.
As AI adoption accelerates, access to high-quality, secure data is becoming one of the defining challenges for modern engineering teams. Tonic sits directly in that critical path.
Tonic.ai is seeking a Sr. Software Engineer to join our Structural Data team — a tenured, deeply technical group responsible for building and supporting the database foundations of our platform.
This is a position for an engineer who enjoys solving complex infrastructure problems and operating as a technical decision-maker within a mature engineering culture. You will help raise the technical bar of the team while working on systems that require strong fundamentals, sound engineering judgment, and the persistence to untangle complex systems.
Own Meaningful Technical Work
Diagnose the Hard Problems
Drive Technical Clarity
Collaborate with Intention
Contribute to Engineering Excellence
Senior-level engineering capability, with the judgment to operate autonomously
Deep experience in one or more of the following areas:
Compensation Range: $160K - $210K
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Demonstrated ability to troubleshoot complex technical systems
Experience in smaller or growth-stage companies where adaptability is essential
Familiarity with AI coding tools and openness to modern development practices