Staff Software Engineer - Machine Learning

6 days ago

Apply Now

Receive Emails with Similar Jobs

Celonis

WebsiteLinkedInAll Job Openings

Process Mining • Big Data • Business Analytics • Business Processes • Intelligent Business Cloud

1001 - 5000

💰 $600M Debt Financing on 2022-08

Description

• We're Celonis, the global leader in Process Mining technology and one of the world's fastest-growing SaaS firms. • Our team is responsible for building the Celonis’ end-to-end Task Mining solution, capturing user interaction data for analysis. • Celonis is looking for a Staff Data & Machine Learning Engineer to improve and extend our Task Mining ETL pipeline and build production-ready AI features.

Requirements

• 8+ years of practical experience in a Computer Science/Data Science related field • Or PhD in Data Science/AI/ML area with 5+ years of practical experience • Experience with building production ready and scalable AI/ML applications in the python ecosystem • Ability to optimize data pipelines, applications, and machine learning models for high performance and scalability • Understanding of ETL jobs, data warehouses/lakes, data modeling, schema design • Excellent command of SQL, including query optimization principles • Ability to assess dependencies within complex systems, quickly transform your thoughts into an accessible prototype and efficiently explain it to diverse stakeholders • Experience with containerization and CI/CD pipelines (e.g. Docker, Github Actions) • Interest in learning new technologies (e.g. PQL language and Object Centric Process Mining) • Strong communication and collaboration skills (English is a must) • Able to supervise and coach mid-level and senior colleagues • Knowledge of Column-oriented DBMS (e.g. Vertica) and its specific features would be beneficial • Nice to have is knowledge in the frameworks Tensorflow, Pytorch, Langchain, FastAPI, SQLAlchemy

Benefits

• The unique opportunity to work with industry-leading process mining technology • Investment in your personal growth and skill development (clear career paths, internal mobility opportunities, L&D platform, mentorships, and more) • Great compensation and benefits packages (equity (restricted stock units), life insurance, time off, generous leave for new parents from day one, and more) • Physical and mental well-being support (subsidized gym membership, access to counseling, virtual events on well-being topics, and more) • A global and growing team of Celonauts from diverse backgrounds to learn from and work with • An open-minded culture with innovative, autonomous teams • Business Resource Groups to help you feel connected, valued and seen (Black@Celonis, Women@Celonis, Parents@Celonis, Pride@Celonis, Resilience@Celonis, and more) • A clear set of company values that guide everything we do: Live for Customer Value, The Best Team Wins, We Own It, and Earth Is Our Future