Full-Stack + AI Engineer
Automate your job search with Sonara.
Submit 10x as many applications with less effort than one manual application.1
Reclaim your time by letting our AI handle the grunt work of job searching.
We continuously scan millions of openings to find your top matches.
Overview
Job Description
About Us
Daat Lab is an AI venture studio that collaborates directly with businesses to transform deep domain expertise into valuable, commercial-grade AI products. We assist companies in identifying and validating high-impact, AI-feasible use cases. Our process spans from initial ideation and building a proof of concept to developing a fully commercializable product and successfully launching it in the market. We maintain an active presence across multiple sectors, including real estate, digital marketing/e-commerce, and health, with an ambitious goal of adding one new product to our portfolio every month.
About the Role
We are looking for a software engineer to help take concepts from ideas to product. You will work directly with our strategy team and business partners to identify high-value, AI-feasible opportunities, shape product direction, and execute quickly. You’ll own the full product cycle including: discovery, prototyping, building, shipping, and iteration, often across multiple projects at once. This is a hands-on role for someone who thrives in ambiguity, moves fast, and likes being close to customers.
What You’ll Do:
- Own multiple projects from end to end: brainstorming product concepts, generating POCs to be evaluated and owning builds to reach a minimum viable product.
- Build full-stack applications (backend, frontend, data layer, infra, deployment, and monitoring).
- Experiment with AI functionality on each case: classical ML when needed (forecasting, scoring, classification), plus LLM/agent workflows and evaluation loops
- Establish engineering standards: code quality, CI/CD hygiene, logging/analytics, basic security
- Work directly with design partners and ship weekly updates
Requirements
- You should have:
- 3+ years shipping full-stack products end-to-end
- Strong Python and modern web stack (React/Next.js + APIs + DB + deployments)
- Data processing and Machine learning fundamentals (pandas, Sklearn, pytorch/tensorflow, model evaluation)
- Experience experimenting with LLMs and Agent frameworks (Open AI SDK, Google ADK, Langchain/Langraph, MCP)
- Comfort with ambiguity, fast cycles, and customer-facing iteration
- What Success Looks Like:
- Ship multiple POCs that clearly validate feasibility and ROI
- Bring at least one concept to a usable MVP with design-partner feedback loops
Benefits
- Salary: $110 - 140k (full-time hire, will start as a 1099 contractor)
Please note: Daat Lab is a separate entity, unrelated to Alchemy Worx.
Automate your job search with Sonara.
Submit 10x as many applications with less effort than one manual application.