Celonis is looking to enhance its AI/ML capabilities within its Execution Management System (EMS) to empower enterprises and institutions to make intelligent business decisions and achieve operational excellence. The goal is to design and implement advanced AI/ML product features and solutions that provide competitive advantages and unlock productivity by placing AI, data, and intelligence at the core of business processes.
Requirements
- designing and developing product features and customer solutions, along with the underlying infrastructure, that are based on AI/ML approaches
- designing and implementing new foundational technical components that will power the next generation of EMS and elevate the impact Celonis has on our customers
- These components may span the areas of computer vision, natural language processing, data mining, recommendation, knowledge base, business intelligence, and other AI technologies
- Design and build APIs and infrastructure to serve such data at scale and with low latency
- Design and implement intelligent ways to ensure freshness and accuracy of such data across thousands of enterprise customers.
Responsibilities
- Deeply understand the business needs of Celonis customers, formulate the business needs into concrete technical problems, often AI related
- Determine which AI/ML approach, if any, is suited for the problem
- Design and develop scalable and high quality AI/ML models or otherwise intelligent approaches
- Design and implement scalable and robust data collection mechanisms
- Design and implement principled evaluation mechanisms
- Design and build robust and low latency infrastructure to serve the AI/ML models and meet the demands of Celonis customers
- Design and develop intelligent techniques to understand, represent, and integrate enterprise operational data (e.g., processes)
Other
- Bachelor's degree or equivalent practical experience (in Computer Science or related fields), Master's degree and PhD degree a plus
- Strong communication and collaboration skills
- Identify with the Celonis value of customer first, passionate about solving real world customer problems with a focus on finding the right solution regardless of the nature of the solution
- Passionate about developing scalable and efficient AI/ML solutions
- Passionate about building high quality AI/ML solutions with clear and repeatable evaluation mechanisms
