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AI Engineer

LE200 Automation Anywhere Japan, Co., Ltd. · Osaka, Japan

Data Science / AI / Machine LearningEntry LevelQuick applyfull-time17 days ago

About The Role

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 : 4–7 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.

LLM Adaptation Strategy

  • Own fine-tuning strategy (fine-tune vs RAG vs prompt engineering) and deliver end-to-end
  • Manage GPU training runs, model merging, quantization & production serving

RPA & HYBRID AUTOMATION

  • Build RPA task bots as execution layers within agentic workflows
  • Architect AI agent ↔ RPA handoff logic and exception management

Production & Operations

  • Build agent evaluation frameworks; implement observability & tracing (LangSmith, Arize)
  • CI/CD for agent/model deployments; diagnose hallucination, tool misuse & cost runaway

Stakeholder & Leadership

  • Lead use-case discovery workshops; communicate architecture trade-offs to non-technical audiences

All unsolicited resumes submitted to any @automationanywhere.com email address, whether submitted by an individual or by an agency, will not be eligible for an agency fee.

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