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Full-Stack Engineer

Fundamental· Engineering
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RemoteFull-timePosted 4mo ago

About the role

Fundamental is an AI research lab building enterprise decision-making tools and the flagship model NEXUS, a large tabular model designed for structured business data. The company seeks a Full-Stack Engineer to develop front-end and back-end systems for interacting with models, data pipelines, and scalable infrastructure.

Responsibilities

  • Building robust backend services and APIs for model inference, including efficient batching systems and optimization for large datasets
  • Implementing state management and session persistence mechanisms to maintain model context and deliver consistent user experiences
  • Designing and developing responsive, user-friendly frontends for model interaction, monitoring, and configuration using modern frameworks (React, Vue, or Angular)
  • Designing event-driven architectures with pub/sub messaging patterns to enable asynchronous processing and system scalability
  • Developing database connectivity layers and integration points with third-party data sources (e.g., Snowflake, Databricks)
  • Creating comprehensive error handling, retry mechanisms, and monitoring solutions to ensure system reliability
  • Collaborating with MLOps and DevOps teams to optimize the overall architecture and deployment pipeline

Qualifications

  • 5+ years of experience in Full-Stack engineering roles
  • Strong Python development experience, particularly with FastAPI and the ASGI ecosystem for high-performance API development
  • Experience building full-stack applications with modern frontend frameworks (React, Vue, Angular) and backend systems
  • Proficiency designing event-driven architectures using pub/sub messaging patterns and integrating distributed task queues (e.g., Celery) for asynchronous processing
  • Understanding of model serving patterns (REST, gRPC, async batching) and experience handling large-scale inference workflows in production
  • Knowledge of database systems (SQL/NoSQL) and integration with cloud data platforms (Snowflake, Databricks)
  • Experience with state management, session persistence, and efficient data flow patterns in distributed applications
  • Proven ability to deliver high-quality, maintainable frontend code and collaborate with design/product stakeholders

Skills

Required:Full-Stack engineeringPython (FastAPI, ASGI)Frontend frameworksEvent-driven architectureModel serving patterns

Benefits

  • Competitive compensation with salary and equity
  • Comprehensive health coverage for you and your dependents
  • Paid parental leave for all new parents, inclusive of adoptive and surrogate journeys
  • Relocation support for employees moving to join the team in one of our office locations
  • A mission-driven, low-ego culture that values diversity of thought, ownership, and bias toward action
Last updated Sep 22, 2026. Interested? Apply on the company site.

About Fundamental

The Power to Predict

The Power to Predict. Our most powerful Large Tabular Model. Pre-trained on billions of real-world enterprise tables, our model knows which patterns drive which outcomes.

NEXUSOur World’s Most Powerful Large Tabular ModelPre-trained on billions of real-world enterprise tablesEnterprise AIData AnalyticsTime SeriesConfidential ComputingCloud
Company profileWebsite

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