Additiveai

Member of Technical Staff

San Francisco, California. Posted 14 months ago

The role

You will build core systems to deploy machine learning capabilities in training and production. You will drive architectural choices for core services and design integrations for ML inference, LLM interactions, and business logic.

What you will do

  • Build core systems to deploy machine learning capabilities in training and production
  • Build metrics systems for rapid iteration and introspection
  • Drive technology and architectural choices for core services
  • Design and build integration of ML inference, monitoring systems, LLM interactions, application layers, and tax-related business logic
  • Build out database layers supporting business logic and applications
  • Develop data integration strategy with external vendor APIs and interfaces
  • Collaborate with the team on effective CI/CD systems
  • Engage directly with accountants to understand their needs

Required qualifications

  • 5+ years experience working on backend systems in a meaningful ownership role
  • Experience with ML concepts and integrating ML inference and monitoring capabilities into business applications
  • Comfortable with Python
  • Comfortable with cloud providers such as GCP/AWS
  • Comfortable with container technologies (e.g. Docker, Kubernetes, serverless platforms)
  • Comfortable with database and storage layers (e.g. Postgres, SQL, S3/GCS, Redis)

Nice to have

  • experience for systems with meaningful data or ML workloads

Benefits

  • Additive can cover relocation costs for moving to the San Francisco area

About the company

Additive is an equal opportunity employer that values diversity and is committed to an inclusive workplace.