At Cast & Crew, the business problem is to design and build smart, user-facing AI features that make complex business workflows simple, intuitive, and insightful, specifically in payroll, compliance, and labor management systems.
Requirements
- 5–8 years of professional software engineering experience, with significant hands-on AI/ML application development.
- Strong programming skills in Python, TypeScript, and Node.js, including experience building and integrating backend APIs.
- Experience building with LLMs, embeddings, and prompt engineering, especially for chat, recommendations, or summarization tasks.
- Familiarity with Model Context Protocol (MCP) or similar frameworks for managing long-lived AI context.
- Proficiency in cloud platforms (preferably AWS) and data technologies (e.g., PostgreSQL, Redis, DynamoDB).
- Experience building AI features in productized environments—such as guided workflows, task automation, or user-facing insights.
- Familiarity with LangChain, Semantic Kernel, or similar orchestration frameworks.
Responsibilities
- Design and develop context-aware AI assistants and chatbots that help users navigate complex workflows and answer domain-specific questions.
- Build AI-guided task assistants that proactively surface recommendations, fill in missing data, or automate next steps in real-time.
- Implement explainable AI (XAI) features that help users understand insights, predictions, or system decisions transparently.
- Develop AI-driven dashboards and prediction engines that provide instant insights into user actions, financial trends, labor forecasts, and potential compliance risks.
- Build self-service AI tools that allow users to ask natural language questions of their data and receive visual, interpretable responses.
- Build scalable backend services in Python, TypeScript, and Node.js, integrating with LLMs, vector stores, and analytics engines.
- Use Model Context Protocol (MCP) to manage and preserve context across chat, prediction, and recommendation workflows.
Other
- Sedentary – Involves sitting most of the time but may involve walking or standing for brief periods of time.
- Some positions may entail exerting up to 15 lbs. of force occasionally and/or a negligible amount of force to lift, carry, push, or pull.
- Cast & Crew provides a comprehensive package of employee benefits including: Medical, Dental, Vision, PTO, health and wellness programs, employee discounts, and more!
- Cast & Crew is an equal opportunity employer committed to hiring a diverse workforce and sustaining an inclusive culture.
- CA residents: Your personal information may be collected in connection with certain services provided by Cast & Crew or its affiliated companies.
