Explicitly requires vibe coding skills and rapid AI-assisted prototyping to convert ideas into working products.
About the Role
AI/ML Engineer (AI Generalist) building production-ready personalized AI agents, rapid AI-assisted prototypes, and AI-driven image/video content. The role focuses on end-to-end delivery: integrating models, tools, and automations that are reliable and usable by business teams.
Job Description
Role
UrbanRoof is hiring an AI/ML Engineer (AI Generalist) to design, assemble, and deploy AI-powered systems that deliver real outcomes across personalized agents, rapid prototyping (vibe coding), creative AI production, and business automation. The role emphasizes end-to-end delivery and productization rather than experimentation.
Key Responsibilities
- Build personalized AI agents for research, ops, marketing, and internal tools; configure prompts, memory, retrieval, tool usage, and guardrails; handle failure modes and hallucination control.
- Use AI-assisted coding to rapidly prototype internal tools, landing pages, dashboards, and lightweight apps; stitch APIs, workflows, and AI logic into usable products.
- Generate realistic AI-driven images and videos for short-form (Reels, Shorts, Ads) and long-form content (explainers, brand videos), maintaining visual consistency and brand intent.
- Apply AI for marketing and creative applications (ad creatives, landing visuals, social content), collaborate with marketing/content teams, and iterate based on performance feedback.
- Integrate AI tools into workflows and automate repetitive tasks with reliable, explainable automations rather than brittle hacks.
Requirements (Must-Have)
- Strong curiosity and hands-on mindset; daily practical use of AI tools.
- Basic understanding of how LLMs work, prompt structuring, context, memory, and retrieval.
- Ability to learn tools quickly, debug incorrect outputs, and improve quality iteratively.
- Demonstrated proof of execution (side projects, shipped experiments) is prioritized over formal credentials.
Nice-to-Have
- Basic coding knowledge: JavaScript or Python, and experience with no-code platforms.
- Experience with AI image or video tools, automation tools, and working with APIs.
- Prior side projects or shipped AI work (personal, freelance, hackathons).
Success Metrics (First 6 Months)
- Independently build AI agents for real tasks.
- Ship working prototypes quickly.
- Produce usable creative assets with AI and improve outputs through iteration.
- Clearly explain trade-offs, limitations, and failures.
Who Should Not Apply
- Those seeking only “AI exposure” or academic/research-only roles.
- People who only follow tutorials or are afraid to break things.
Growth Path
- AI Product Builder
- AI Automation Engineer
- Creative AI Lead
- Applied AI Architect
Employment Details
- Job type: Full-time, Permanent
- Pay: ₹30,000.00 - ₹45,000.00 per month
- Benefits: Cell phone reimbursement, health insurance, internet reimbursement, paid sick time
- Work location: In person