Bobsled

AI Engineer

• Own the text-to-SQL accuracy problem end-to-end: design evals, iterate prompts, and improve retrieval/routing
• Build and operate the experimentation and evaluation loop (automatic evals, regression suites, dataset curation)
• Design pragmatic LLM application architectures (RAG, agent routing, tool-use orchestration) optimized for accuracy and latency
• Ship production-grade code and support deployments; instrument, monitor, and troubleshoot model behavior in real customer environments
• Partner closely with engineering and customers to improve semantic models, SQL generation, and data alignment
• Create feedback loops from users to systematically capture issues and convert them into measurable improvements
• Contribute to automation of environment provisioning and dev workflows to enable fast iteration

Engineer

• Own the deployment, configuration, and ongoing management of Bobsled’s AI data agents for enterprise customers, acting as the primary technical point of contact for a small book of accounts.
• Rapidly develop subject matter expertise in each customer’s data layer, context layer, and operational workflows.
• Design, implement, and tune context ingestion, data pipeline integration, and agent orchestration to ensure high-performing, reliable AI deployments.
• Write and ship production-grade code, customizing and extending Bobsled’s platform to meet customer-specific requirements.
• Collaborate closely with customer stakeholders (technical and non-technical) to understand business objectives, untangle complex requirements, and translate them into actionable technical solutions.
• Conduct rapid prototyping, iterative solution development, and high-touch troubleshooting directly in customer environments.
• Monitor, evaluate, and improve the performance of deployed solutions, leveraging feedback loops to identify opportunities for enhancement and generalization.
• Document best practices, reusable patterns, and deployment primitives, contributing to internal knowledge bases and future product abstractions.
• Partner with Bobsled’s product and engineering teams to relay insights from the field, shaping platform evolution and customer success strategies

Forward Deployed Engineer

• Own the text-to-SQL accuracy problem end-to-end: design evals, iterate prompts, and improve retrieval/routing
• Build and operate the experimentation and evaluation loop (automatic evals, regression suites, dataset curation)
• Design pragmatic LLM application architectures (RAG, agent routing, tool-use orchestration) optimized for accuracy and latency
• Ship production-grade code and support deployments; instrument, monitor, and troubleshoot model behavior in real customer environments
• Partner closely with engineering and customers to improve semantic models, SQL generation, and data alignment
• Create feedback loops from users to systematically capture issues and convert them into measurable improvements
• Contribute to automation of environment provisioning and dev workflows to enable fast iteration
• Deliver measurable improvements in text-to-SQL accuracy, reliable CI eval/regression pipelines, clear architecture, and fast partner feedback cycles