Automation Anywhere

AI-powered automation

ForwardDeploymentEngineer

Tokyo, Japan FULL TIME Remote Friendly
Market Sentiment
HIGH DEMAND

Neural analysis suggests this role is
optimal for Senior candidates.

The Brief

“Forward Deployment Engineer at Automation Anywhere. Skills: Agentic AI, LLM Fine-Tuning & Adaptation, RAG & Vector Infrastructure, RPA, Python. Architect multi-agent systems with branching logic, exception handling & human-in-the-loop escalation.. Define agent tool integrations, memory, context management & state persistence.”

What You'll Achieve.

boost productivity; accelerate growth; unleash human potential

Industry & Context.

AI powered automation
Problems you'll solve

failure recovery; exception handling; human-in-the-loop escalation; diagnose hallucination; tool misuse; cost runaway

What They're Looking For.

Must Have

5–8 years in software, 3+ years building production-grade automation solutions, Demonstrated end-to-end delivery of agentic AI systems or complex enterprise RPA prototypes

Nice to Have

AWS, Azure or RPA platforms such as UiPath or Automation Anywhere

What You'll Do.

Architect multi-agent systems with branching logic

exception handling & human-in-the-loop escalation.

Define agent tool integrations

context management & state persistence.

Own fine-tuning strategy (fine-tune vs RAG vs prompt engineering) and deliver end-to-end

Manage GPU training runs

quantization & production serving

Build RPA task bots as execution layers within agentic workflows

Architect AI agent ↔ RPA handoff logic and exception management

Build agent evaluation implement observability & tracing (LangSmith

CI/CD for agent/model diagnose hallucination

tool misuse & cost runaway

How You'll Work.

Team & Collaboration

stakeholder discovery workshops; communicate architecture trade-offs to non-technical audiences

Communication Scope

communicate architecture trade-offs to non-technical audiences

Process & Methodology

end-to-end delivery of agentic AI systems or complex enterprise RPA prototypes, Leads solution architecture independently, owns LLM adaptation strategy end-to-end

Full Job Description

**About Us** Automation Anywhere is the leader in Agentic Process Automation (APA), transforming how work gets done with AI-powered automation. Its APA system, built on the industry’s first Process Reasoning Engine (PRE) and specialized AI agents, combines process discovery, RPA, end-to-end orchestration, document processing, and analytics—all delivered with enterprise-grade security and governance. Guided by its vision to fuel the future of work, Automation Anywhere helps organizations worldwide boost productivity, accelerate growth, and unleash human potential. _**QUALIFICATIONS**_ **Education** : Bachelor’s or Master’s in CS, AI/ML, Data Science or equivalent practical experience **Experience** : 5–8 years in software engineering; 3+ years building production-grade automation solutions Demonstrated end-to-end delivery of agentic AI systems or complex enterprise RPA prototypes **Certifications (Preferred):** AWS, Azure or GCP; RPA platforms such as UiPath or Automation Anywhere **Scope** : Leads solution architecture independently, owns LLM adaptation strategy end-to-end, mentors junior engineers; leads stakeholder discovery workshops _**SKILLS**_ **Agentic AI:** LangChain/LangGraph, AutoGen, CrewAI **Agent patterns** : tool use, memory, multi-agent coordination, guardrails, failure recovery **LLM Fine-Tuning & Adaptation**: LoRA/QLoRA with HuggingFace PEFT or Unsloth; Dataset prep, evaluation benchmarking, model versioning; Serving fine-tuned models:vLLM,GPTQ, GGUF **RAG & Vector Infrastructure:** Pinecone, Weaviate, Qdrant; embeddings, retrieval evaluation **RPA:** UiPath, Automation Anywhere, Power Automate in production **Engineering** : Python (production quality); Cloud AI services (Bedrock,Azure, OpenAI, Vertex AI) _**RESPONSIBILITIES**_ **Agent Design & Engineering:** * Architect multi-agent systems with branching logic, exception handling & human-in-the-loop escalation. * Define agent tool integrations, memory, context management & state persistence. **LL

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