Staff Software Engineer, Celonis
Machine Learning
+ Restricted Stock Units
Execution management & process mining solutions
Be an early applicant
Execution management & process mining solutions
1001+ employees
Be an early applicant
+ Restricted Stock Units
1001+ employees
Company mission
Celonis' mission is to help companies reveal and fix inefficiencies they can’t see, enabling them to perform at levels they never thought possible.
Role
Who you are
- 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
What the job involves
- Our team is responsible for building the Celonis’ end-to-end Task Mining solution
- Task Mining is the technology that allows businesses to capture user interaction (desktop) data, so they can analyze how teams get work done, and how they can do it even better
- We own all the related components, e.g. the desktop client, the related backend services, the data processing capabilities, and Studio frontend applications
- Celonis is looking for a Staff Data & Machine Learning Engineer to improve and extend our existing Task Mining ETL pipeline as well as build production ready AI based features into the Task Mining product
- You will be owning the solution to simplify the extraction of insights from task mining data
- This role demands a blend of expertise in data engineering, software development, and machine learning, utilizing Python
- Design, build, and maintain robust, scalable data pipelines that facilitate the ingestion, processing, and transformation of large datasets
- Drive the development of AI-powered features and applications from scratch within the Task Mining product
- Implement data strategies and develop data models
- Collaborate with other engineering teams to implement, deploy, and monitor ML models in production, ensuring their performance and accuracy
- Leverage machine learning techniques to provide actionable insights and recommendations for process optimization
- Write performant, scalable and easy to understand SQL queries and optimize existing ones
- Learn PQL (Process Query Language – Celonis’ own language for analytical formulas and expressions) and use it to query data from our process mining engine
- Own the implementation of end to end solutions: leading the design, implementation, build and delivery to customers
- Provide technical leadership and mentorship to other engineers and team members
- Lead design discussions, code reviews, and technical planning sessions to ensure high standards and knowledge sharing
Our take
Celonis started out in an obscure niche which the company called process mining. Its first product was created to scan data logs for its clients and map out their processes in its entirety - inefficiencies and all. Celonis' product was in essence, to be considered a replacement for costly consultants and quants.
The company has since branched out into an even more niche area that plays on the strength of its products and proprietary technology - such as execution management solutions. Celonis' product found significant uptake across industries like supply chain, manufacturing, and business intelligence which quickly amassed it a wealth of enterprise customers and hundreds of millions of dollars in recurring revenue.
Celonis is king in its industry as it was founded just as data-heavy enterprise operations sky-rocketed. Now, the company is backed by hefty funding and impressive advisors across several industries, still seeing increased investment despite the venture capital market is experiencing a slowdown. Celonis has shown impressive foresight and innovation as a company and will continue to eat the fruits of those labour for many years to come.
Freddie
Company Specialist at Welcome to the Jungle
Insights
Company
Funding (last 2 of 5 rounds)
Aug 2022
$400m
SERIES D
Jun 2021
$1bn
SERIES D
Total funding: $1.8bn
Company benefits
- Health and Wellbeing: Celonis is proud to offer competitive benefit options for you, your spouse or domestic partner, and your dependent children.
- Restricted Stock Options (RSUs): At Celonis, you’re not only a Celonaut but an owner. As a new hire, you will receive equity grants and have the opportunity to increase your equity holdings over time through annual refreshes and merit-based awards.
- Impact Days: Through Celonis’ annual Impact Days, every Celonaut has the opportunity to do something of significance that makes families, the communities we live in, our work, society, and the environment better.
- Parental Leave: Starting day one of employment, primary parents are eligible for 24 weeks of family leave for childbirth, surrogacy, and adoption, with 100% of pay and RSU vesting. Supporting parents are eligible for 12 weeks of family leave.
Company values
- Live for Customer Value: When our customers do better, we do better.
- The Best Team Wins: We believe our people make us who we are.
- We Own It: We believe accountability builds trust
- Earth is Our Future: We believe in doing business that is good for people and the planet.
- FISA: We Focus. We Invent. We Simplify. We Act.
Company HQ
World Trade Center, New York, NY
Articles
Leadership
Alexander Rinke
(Co-CEO)Attended the Technical University of Munich and co-founded Celonis right after.
Bastian Nominacher
(Co-CEO)Bastian cofounded Celonis with Alexander and Martin in 2011 after attending the Technical University of Munich.
Martin Klenk
(CTO)Martin cofounded Celonis with Alexander and Bastian in 2011 after attending the Technical University of Munich.
Diversity, Equity & Inclusion at Celonis
- At Celonis, we celebrate the differences and individuality of all our employees and understand the value of having a variety of experiences, backgrounds, knowledge bases, and perspectives at play in our teams from executives to interns. It's not just a box we want to tick or a quota we want to hit. It's making sure every one of our employees has a sense of belonging and purpose at Celonis
- We are committed to building a company that reflects the diversity of the world in which we live because, well, it's just the right thing to do. That also means fighting for equal opportunity beyond just who we hire. We are always looking for ways to fight for equality and diversity in the workplace and beyond, but we know we have a long way to go
- Learn more about our commitment here: https://www.celonis.com/careers/diversity/
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