Software Engineer developing AI agents for ActiveCampaign's marketing automation platform in Kraków. Collaborate with multiple teams to build autonomous workflows and refine user interactions.
Responsibilities
Designing and building production-grade AI agents and autonomous marketing workflows across the ActiveCampaign platform
Implementing multi-step agentic flows involving LLM orchestration, tool use, and integration with platform services
Working with LLM APIs (prompt engineering, response handling, evaluation) and building reliable, testable agent pipelines
Designing and running agent evaluations — building eval frameworks, defining quality metrics, and continuously measuring agent accuracy, reliability, and performance in production at scale
Monitoring and optimizing agent performance — latency, cost, token usage, error rates — and iterating rapidly based on production data
Iterating on agent behavior based on user feedback, observability data, and quality metrics
Leveraging AI-assisted development tools and practices in your daily workflow — you don't just build AI features, you build with AI
Writing production-quality code in Python for agent services and backend orchestration
Contributing to PHP backend and frontend (React/Ember) integration points where agents interact with the core platform
Building and maintaining APIs, data flows, and service interfaces that agents depend on
Working iteratively — shipping code fast, learning from production, and improving continuously
Ensuring code quality through testing, code review, and adherence to engineering standards
Participating in on-call rotation for incidents related to agent services
Working closely with Product, Design, and domain engineering teams to define agent capabilities and user experiences
Engaging in pairing and code reviews across teams
Contributing to documentation of agent architectures, patterns, and best practices
Maintaining regular overlap with US-based teams (Chicago timezone) to ensure alignment and tight collaboration across the organization
Requirements
2-4 years of experience in a software engineering role
Hands-on experience building and running AI agents or agentic workflows in a production environment — not just prototypes or side projects
Experience with agent evaluation and performance optimization — you know how to measure whether an agent is working well and how to make it better
Solid backend development skills in Python; working familiarity with PHP is a plus
Understanding of how to build reliable, testable, and observable systems
Active practitioner of AI-driven development — you use AI coding assistants and agentic development tools as part of how you work, not just what you build
Ability to work iteratively and ship code fast — you're comfortable with rapid release cycles and learning from production
Familiarity with DB technologies: MySQL, DynamoDB, Redis
Strong problem-solving skills and ability to work across multiple codebases and technologies
Fluent in English (B2 minimum)
Willingness to work flexible hours with regular afternoon availability to overlap with US Central timezone
Experience with agentic AI frameworks or multi-agent orchestration patterns
Familiarity with Model Context Protocol (MCP) or tool-use patterns for LLM agents
Experience building eval pipelines or quality measurement systems for LLM-based features
Frontend experience with React or Ember
Familiarity with AWS, CI/CD practices, and observability tooling
Understanding of prompt engineering, evaluation methodologies, or LLM fine-tuning
Experience in SaaS, marketing automation, or CRM domain
Benefits
Comprehensive Health & Wellness: Top-tier benefits package that includes medical and dental benefits paid 100% by ActiveCampaign for you and 50% for your dependents, and reimbursements on vision expenses.
Growth & Development: Access to LinkedIn Learning, professional development programs, and career growth opportunities in a fast-growing organization.
Generous Paid Time Off: Recharge and take the time you need to maintain work-life balance.
Total Rewards: Pension scheme with matching up to 1.5% of your contribution, MultiSport Plus card to support your active lifestyle, home office stipend to cover your commuter or work from home expenses, and a four-week paid sabbatical with bonus after five years.
Collaborative Culture: Work alongside brilliant, passionate colleagues in an environment that values innovation, teamwork, and mutual support.
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