ML/AIWork

Satellit - Software Engineer AI / .NET

satellit · Leuven, BE

Job description

Design, implement, and maintain AI-powered applications for a European energy transmission operator, leveraging large language models, retrieval-augmented generation, multi-agent workflows, and cloud-native architectures to ensure reliable, secure, and scalable solutions."

Key responsibilities

Design and implement AI-powered applications using large language models, retrieval-augmented generation, and agentic workflow patterns.

Build backend services, APIs, and integrations to support AI-centric solutions.

Design and optimize retrieval pipelines, including embeddings, vector search, hybrid search, metadata filtering, and reranking.

Define safe usage patterns for AI tools, human-in-the-loop processes, and agent behaviors.

Support selection and benchmarking of models and frameworks based on quality, cost, latency, maintainability, and security.

Troubleshoot issues including hallucinations, retrieval errors, latency spikes, cost inefficiencies, and unreliable outputs.

Develop reliable AI orchestration workflows by integrating LLM APIs and workflow frameworks.

Implement evaluation, testing, monitoring, and observability mechanisms for AI applications.

Collaborate with fellow engineers and product or business stakeholders to align technical solutions with requirements.

Skills and competences

Software engineering best practices

Backend development

API design and integration

Retrieval pipeline design

AI workflow orchestration

Observability and monitoring implementation

AI application evaluation methods

Security best practices for sensitive data

Cloud-native application development

Technical communication of trade-offs

Cross-functional collaboration

Pragmatic problem-solving

Qualifications

5+ years of software engineering experience

1+ year of integrating generative AI or LLM services into applications

Fluency in English

Fluency in French or Dutch

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