【AIエージェントエンジニア】生成AI・RAG開発／技術選定から主導／フルリモート

Workship • Japanese: C1 • Design & Creative • Freelance & Talent Marketplaces • Python • JavaScript • Java • TypeScript • Ruby • Node JS • 3 months ago
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Workship

Workship is a Japanese matching service for freelancers and side-job workers in the digital industry. Designers, engineers, marketers, editors and HR professionals can find projects and receive offers, while companies use it to recruit skilled contract talent. The service is operated by GIG, a Tokyo-based digital production and web consulting company.
goworkship.com • HQ: Tokyo, Japan • Design & Creative • Freelance & Talent Marketplaces

- LLMを活用したAIエージェントのアーキテクチャ設計・開発

- LangChain、LlamaIndex、AutoGen等を活用したエージェント構築

- RAGシステムの設計・構築

- VectorDB（Milvus、Weaviate、Pinecone等）の選定・運用

- データ収集・前処理パイプラインの設計・構築

- Function Callingによる外部システム連携基盤の開発

- FastAPI、Node.js等によるバックエンドAPI開発

- AWS、GCP、Azure上でのAI実行基盤構築

- 技術選定・アーキテクチャレビューの主導

- 国内外エンジニアとの技術連携・推進

技術スタック：

- AI/LLM：LangChain、LlamaIndex、AutoGen、CrewAI

- 生成AI：OpenAI、Gemini、Claude、AWS Bedrock、Azure OpenAI Service、Vertex AI

- 言語：Python、TypeScript、Node.js、Go、Java、Ruby

- クラウド：AWS、GCP、Azure

- インフラ：Docker、Kubernetes、Terraform、GitHub Actions

- データ基盤：BigQuery、Snowflake、Redshift、Databricks

- VectorDB：Milvus、Weaviate、Pinecone、Qdrant、Chroma

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