Klingon Effect In Multilingual AI
Rare-language data boosts robustness
Build AI & Data That Works In Production
Factored engineers embed in your environment, work across your stack, and drive critical engineering through production.
Founded With Dr. Andrew Ng.
“Factored has been playing a leading role in finding great technical talent, and connecting them with the businesses that are building these valuable and exciting AI projects.”
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Work alongside exceptional engineers, take ownership of meaningful problems, and build systems that make it into production. Grow your career with U.S. and global companies.
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Founded With Dr. Andrew Ng
AI & Data excellence was built into Factored from day one, with Dr. Andrew Ng as co-founding advisor and technical quality at the core.
- Built exclusively around AI, ML, Data Science, and Data Engineering
- Established a rigorous technical vetting and development model
- Forward-deployed engineering model built around client production environments
30,000 Hours of Open Speech Data
Factored helped build The People’s Speech with MLCommons, establishing an early track record of engineering AI infrastructure at scale.
- Published research presented at NeurIPS
- Contributing to open AI research alongside NVIDIA, Intel, Harvard, and MLCommons
- Expanding production engineering across AI, ML, and Data
Published at NeurIPS
Factored helped build DataPerf, advancing standardized benchmarks for measuring the data behind ML systems.
- Published engineering research across data-centric AI and ML
- Building production systems across the AI & Data stack
- Technical work spanning benchmarks, datasets, ML systems, and enterprise applications
NeurIPS Best Paper
Factored engineering contributed to PRISM, recognized with Best Paper in the NeurIPS Datasets & Benchmarks Track.
- Published engineers across NeurIPS and ICML
- Research spanning LLMs, evaluation, data quality, and responsible AI
- Production engineering across hundreds of real-world AI & Data engagements
1M+ Hours of Multilingual Speech Data
Factored co-developed web-scale AI infrastructure spanning more than 1 million hours of speech across 89+ languages.
- Research spanning speech AI, LLM evaluation, data quality, and geospatial AI
- Technical collaborations with MLCommons, Common Crawl, and NASA Harvest
- 48+ TB processed in a single open speech research initiative
Award-Winning Research at CVPR
Factored earned Best Short Paper at AI4RWC / CVPR, continuing a multi-year record of recognized AI research.
- 20 research publications across Factored’s growing research portfolio
- Published and presented across NeurIPS, ICML, ICLR, CVPR, and Nature Medicine
- 500+ AI & Data engineers spanning AI, ML, Data Science, Data Engineering, and Analytics
High Standards Create The Factored Bar
We bring together experienced engineers with the technical judgment to solve complex problems. Our evaluation and development practices reflect the demands of building AI and data systems in production.
- Technical rigor from day one. Evaluating engineering depth, problem-solving, and practical expertise.
- Learning grounded in real challenges. Developing skills through technical practice and evolving industry demands.
- Ownership where it matters. Matching expertise to complex systems, real constraints, and meaningful engineering responsibilities.
Proven Process
Our Vetting Process
Engineering Expertise Across AI & Data
AI, Built To Scale
Agentic systems, enterprise applications, RAG, orchestration, evals, guardrails, observability, and secure integration.
From Promising Models To Real-World Impact.
Designing ML and AI systems that operate in production, at scale, under real constraints. From classical ML to GenAI, we excel at deployment, monitoring, and measurable outcomes.
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Fast, Resilient Data Pipelines
Engineering high-performance data platforms through architecture design and optimized pipeline orchestration.
Turn Data Into Decisions.
Designing scalable analytics infrastructure that delivers trusted insights and accelerates decision-making to drive measurable business impact.
- Executive and operational decision dashboards
- KPI frameworks tied to revenue and efficiency outcomes
- Self-serve analytics for business teams, accelerating insight to decision-making
Forward-Deployed Engineers Delivering In Production
Data Foundations
- Pipelines
- Platforms
- Context
AI & ML Systems
- Forecasting
- Recommendations
- Anomaly detection
- Computer vision
- Agentic AI
Production Workflows
- Applications
- Automations
- Analytics
Research | Our team has published at NeurIPS, ICML, NASA and more.
New Multilingual Speech Dataset
Boosts multilingual accuracy by 30%
New Standards in Data-Centric AI
Scores data quality with 25–50% gains
Your Expertise. Real-World Impact.
Build with experienced engineers.
Take ownership of meaningful technical challenges.
Contribute to systems built for production.
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