Senior AI Engineer: Production ML & Multi-Agent Systems

MMC; Porto; Hybrid; EUR 90,000 - 120,000; Full time

Benefits offered by this job

Competitive salary and equity package

Porto office with hybrid schedule (min

Top-of-the-line equipment

Private health insurance

Sick and compassionate leave

Job summary

Condukt is seeking a Senior AI Engineer to own data pipelines, context management, and multi-agent systems that power our compliance platform. You will ship production-grade AI features, ensure data quality, security, and observability, and collaborate with ML and backend engineers to scale from prototype to reliable services.

Based in Porto, you’ll join an ambitious team, work across the stack, and help define patterns, tooling, and standards while delivering measurable impact for clients and

Qualifications

• 5+ years of experience in software, data, or ML engineering in product-centric settings.
• Experience in production-level Python and building backend services and APIs.
• Experience integrating LLMs in production and handling their practical limits: context windows, cost, latency, and non-determinism.
• Experience building agent harnesses and multi-agent, autonomous agent, or agent-to-agent systems in production.
• Experience setting up evaluation and metrics for AI systems, and using them to make decisions.
• Familiarity with MLOps practices, containers, CI/CD, and at least one major cloud platform.
• Excellent communication skills and ability to work collaboratively in a fast-moving environment.

Responsibilities

• Own data pipelines behind the AI platform, turning register data and web content into parsed, structured data with an audit trail and data-quality checks.
• Build the context management layer that controls what our agents and LLMs see, balancing relevance, budgets, memory and cost.
• Build the harnesses our agents run in: the agent loop, tool calling, context assembly, guardrails and tracing.
• Design and build multi-agent and autonomous agent systems, including agent-to-agent interfaces for reliable work handoffs.
• Develop evaluation pipelines and production metrics for LLM and data quality to measure changes before and after shipping.
• Run and harden our LLM integrations in production with fallbacks, rate limiting, caching and observability.
• Set up MLOps practices such as CI/CD for ML components, versioning of prompts, models, and datasets, and safe rollouts.
• Work closely with ML and backend engineers to turn prototypes into reliable production services with clean interfaces.
• Continuously improve engineering, data, and AI practices, defining standards, processes, and tooling.

Skills

Software, data, or ML engineer

Python backend

LLMs in production

Multi-agent systems

MLOps practices

Containers

CI/CD

Cloud platforms (AWS/GCP/Azure)

Communication skills

Education

Bachelor's or Master's degree in Computer Science or related field

Tools

Docker

Kubernetes

CI/CD tooling

Job description

Condukt is seeking a Senior AI Engineer to own data pipelines, context management, and multi-agent systems that power our compliance platform. You will ship production-grade AI features, ensure data quality, security, and observability, and collaborate with ML and backend engineers to scale from prototype to reliable services.

Based in Porto, you’ll join an ambitious team, work across the stack, and help define patterns, tooling, and standards while delivering measurable impact for clients and