AI Engineer
New
S
Shape.ConstructionConstruction software
Listing location: Portugal / Poland; Workplace type: RemoteFull-Time
SalaryCompetitive salary dependent on location and capability
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Job Details
- Required Skills
- PythonMLOpsGenerative AILangChain
Requirements
- Strong experience applying LLMs and generative AI to real-world problems.
- A solid foundation in Python and machine learning frameworks such as LangChain, Transformers, and OpenAI APIs.
- Experience with multi-model evaluation and feedback loops.
- Production experience with embeddings, vector databases such as Pinecone, Weaviate, or FAISS, and retrieval-augmented generation (RAG) architectures.
- Familiarity with MLOps tooling and observability for inference pipelines.
- Ability to work with ambiguity and test ideas quickly.
- Ability to collaborate with product teams and set up production-grade systems.
- Familiarity with production environments, APIs, and containerized systems such as Docker and Kubernetes is a plus.
Responsibilities
- Translate user needs into AI opportunities and technical requirements with product teams.
- Own AI feature development from exploration and prototyping through production deployment and iteration.
- Use prompt engineering, model selection, fine-tuning, and evaluation to develop AI features.
- Build production-grade code integrating AI capabilities into Shape applications.
- Collaborate with SREs to define infrastructure, observability, and scaling requirements for AI features.
- Explore developments in LLMs and generative AI and apply them with a product-first mindset.
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