Lead Data Scientist
Forage AI
Job Description
About Forage AI: Forage AI delivers large-scale data collection and processing platforms, including web crawlers, document parsers, data pipelines, AI/Agentic Solutions, and AI-assisted workflows.
Our primary programming language is Python. We design both cloud-native and cloud-agnostic solutions, primarily on AWS, while also working with GCP and Azure. We value high ownership, strong collaboration, and pragmatic, well-documented engineering.
Location: Remote (Work from Home)
Role Overview:
We’re looking for a hands-on AI Systems Engineer who has built and deployed end-to-end AI/ML solutions into production. This role goes beyond applied AI—you’ll design agentic systems that can reason, act, and operate autonomously through structured workflows.
You’ll also play a key role in mentoring junior AI developers, ensuring high-quality execution and accelerating team capability.
Key Responsibilities:
- Design and build agentic AI systems with multi-step reasoning and workflow orchestration
- Develop and deploy end-to-end AI/ML pipelines from ideation to production
- Architect multi-agent workflows with memory, tool usage, and decision logic
- Work with frameworks like LangChain, LangGraph, and similar ecosystems
- Build systems integrating LLMs with APIs, databases, and external tools
- Implement evaluation, validation, and fallback strategies.
Team Responsibilities:
- Work closely with and be tagged with junior AI developers on projects
- Assist, guide, and handhold junior team members in development tasks
- Act as a go-to person for quickly resolving technical queries
- Monitor progress and ensure best practices in AI system development
Required Qualifications:
- Bachelor’s degree in Computer Science or Master’s degree in Artificial Intelligence / related field
- 3–5+ years of experience in AI/ML Engineering or AI Systems Development
- Hands-on experience building and deploying production-grade AI systems
- Strong foundation in:
o CNNs (Convolutional Neural Networks)
o Regression models
o Traditional ML algorithms (classification, clustering, etc.)
- Proven experience with:
o LangChain
o LangGraph
o Experience with agentic tools/frameworks (e.g., OpenClaw or similar ecosystems)
- Experience designing or building an agentic framework or workflow system from scratch
- Strong algorithmic thinking and problem-solving skills
- Proficiency in Python and backend frameworks
Preferred / Good to Have (Prioritized)
- Experience with cloud platforms such as Amazon Web Services or Microsoft Azure (including ML Studio or equivalent)
- Experience deploying scalable AI systems in cloud environments
- Published research papers or patents in Agentic AI / LLM systems
- Exposure to advanced AI system design or multi-agent collaboration frameworks.
What Sets You Apart
- You’ve built systems where agents take actions—not just generate outputs
- You think in workflows, pipelines, and systems, not isolated models
- You’ve mentored or led junior engineers and enjoy enabling others
- You’ve handled real-world production challenges (scaling, failures, optimization)
Work‑from‑Home Requirements:
- High‑speed internet for calls and collaboration.
- A capable, reliable computer (modern CPU, 16GB+ RAM).
- Headphones with clear audio quality.
- Stable power and backup arrangements.
Forage AI is an equal opportunity employer. We value curiosity, craftsmanship, and collaboration
Required Skills
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