Sandstone
AI & ML Engineer
New York, New York
Sponsorship not specified$12k-$401kDetected 47 days ago
Full-Stack DevelopmentMachine LearningData EngineeringData ScienceLLMsAI OrchestrationNegotiationContract ManagementResearchCommunicationCollaborationProblem Solving
About the role
- This is an applied AI product engineering role.
- You will work closely with engineers, lawyers, designers, and customers to translate legal judgment into product behavior.
- This is not a research role, a prompt engineering role, or a narrow ML infrastructure role.
Responsibilities
- Build production AI systems for legal workflows such as contract review, redlining, legal intake, drafting, negotiation, search, and knowledge management
- Build document parsing and understanding pipelines that extract structure, entities, obligations, issues, and negotiation context from complex legal documents
- Develop agentic and workflow-based LLM systems for long-running, multi-step legal tasks
- Create evals, datasets, metrics, and feedback loops to measure quality, reliability, cost, and latency
- Make pragmatic system design decisions about when to use frontier models, smaller models, retrieval, rules, human review, or product design
- Experience shipping applied AI or LLM-powered products, especially involving retrieval, agents, evals, document understanding, structured extraction, or workflow orchestration
- Ability to own ambiguous technical and product problems from discovery through launch and iteration
Requirements
- 4+ years of experience as an AI engineer, ML engineer, full-stack engineer, product engineer, data scientist, or similar role
Nice to have
- experience with legal, financial, enterprise SaaS, search, document AI, workflow automation, or other domains where correctness and trust matter
Skills
- Sandstone is the home for AI-native legal departments.
- Today, Sandstone is trusted by Fortune 500 companies and fast-growing innovators alike.
Compensation
- Annual learning & development stipend
Benefits
- Comprehensive health, dental, and vision insurance; 401K
- 12 weeks paid parental leave
- Flexible time off (20+ days PTO)
- Annual learning & development stipend
- Technology stipend, including unlimited spend on AI tooling
Company info
- Partner with lawyers and customers to turn real workflow feedback into product improvements
- Excitement about working with lawyers and customers to encode domain expertise into product behavior
- At Sandstone, we value high ownership, flexibility, and curiosity.
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This listing is sourced directly from Sandstone's careers page and normalized into a canonical job model.