Applied AI Engineer
celonis
Job Description
- Partner with product owners and finance experts to identify strong AI use cases in Accounts Receivable.
- Design and build predictive models, generative AI features, and multi-agent systems tailored to business problems.
- Develop LLM-based copilots and autonomous agents, including human-in-loop flows, security guardrails, and audit trails.
- Work closely with software engineers and data scientists to embed AI features into the product.
- Build and maintain secure, scalable MLOps pipelines for training, deployment, and monitoring.
- Continuously evaluate and improve model performance and user impact.
- Stay current with the latest advancements in LLMs, NLP, multi-agent frameworks, and applied AI engineering.
- Set up and tailor AI demos as needed for customers, stakeholders, and internal teams.
- Contribute to a culture of innovation, collaboration, and continuous learning.
Required Experience
AI/ML/LLM Experience
- 4+ years of AI/ML engineering experience.
- 3+ years of hands-on experience with LLM-based solutions.
- 1+ year of experience building agentic systems (production-ready, not POCs).
Multi-Agent & Autonomous Systems
- Strong understanding of multi-agent architectures, memory systems, tool-use, orchestration, routing, and safety guardrails.
- Experience building autonomous or semi-autonomous agents with governance, logging, and human-in-loop flows.
Technical Skills
- Strong programming skills in Python (preferred), R, or Java.
- Experience with AI/ML frameworks such as TensorFlow, PyTorch, and scikit-learn.
- Solid understanding of predictive modeling, NLP, ML algorithms, and statistics.
- Experience working in cloud environments (AWS/Azure/GCP) with model deployment and data pipelines.
- Knowledge of GitHub/GitLab, version control, and CI/CD practices.
- Basic understanding of web fundamentals (HTTP, JSON, authentication) and REST APIs to integrate AI/LLM solutions into the product.
General Skills
- Strong analytical and problem-solving skills.
- Ability to communicate complex concepts clearly to non-technical partners.
- Great collaboration and teamwork abilities.
- Curiosity and passion for innovation in AI and Finance.
What Celonis can offer you:
- Pioneer Innovation: Work with the global leader in Process Mining and the Process Intelligence Graph to shape the future of AI-driven business operations.
- Ownership from Day 1: Every full-time "Celonaut" is an owner, receiving Restricted Stock Units (RSUs) and merit-based refresh grants.
- Unrivaled Family Support: Benefit from our inclusive parental leave policy—24 weeks of fully paid leave for primary carers and 12 weeks for supporting carers, available from your first day of employment.
- Work-Life Integration: Enjoy Unlimited PTO (in applicable regions) and generous PTO globally, as well as a flexible hybrid work model that balances remote focus with vibrant office collaboration.
- Continuous Growth: Elevate your skills through our 70-20-10 learning framework, mentorship programs, and access to a dedicated learning platform.
- Holistic Well-being: Prioritize your health with subsidized Wellhub memberships, mental health counseling, and dedicated "Wellness Weeks" that prioritize work/life balance.
- Drive Sustainability: Participate in annual Impact Days, where you receive paid time off to volunteer for community and environmental causes with your local office, or virtually.
- Global Inclusion & Belonging: Find community through our Inclusion Think Tank and participate in our annual Inclusion Days, ensuring every voice is heard and valued.
- Value-Driven Impact: Join a mission-led organization where our core values—Live for Customer Value, The Best Team Wins, We Own It, and Earth Is Our Future—drive every decision.