About the Job
We are looking for an experiencedMachine Learning Engineer (f/m/d) to join our growing engineering team. In this role you will take part in all the datarelated activities at Certivity from information extraction and document parsing to model training and inference. You will have a chance to apply cutting edge NLP techniques to realworld problems in the regulatory domain. As a part of our small (but growing) team you will have a unique opportunity to shape the product and the company.
What you will do
- You will integrate finetune and deploy large language models (LLMs) for text classification summarization and entity extraction.
- You will maintain and improve our semantic search system.
- You will collaborate with other engineers and domain experts to come up with robust and convenient interfaces between different parts of the platform.
- You will evaluate and benchmark LLM performance against traditional ML approaches to ensure quality and efficiency.
- You will learn maintain and improve the internal data model.
- Stay current with rapidly evolving LLM research and best practices.
- Grow in your role personally and professionally.
Your profile
- You have a strong background in machine learning theory and practice.
- You have handson experience implementing and maintaining production ML systems in Python.
- Experience working with large language models (LLMs) including prompt engineering finetuning evaluation methodologies and building LLMpowered agents is a plus.
- Experience with search technologies such as Elasticsearch or Mongo Atlas Search implementing semantic search hybrid search approaches query expansion techniques and reranking methodologies is a plus.
- You have experience with at least one cloud platform i.e. Microsoft Azure
- You write clear welltested and maintainable code.
- Fluent spoken and written English (company language is English).
Why us
- hybrid work in Munich in exception 100 remote work is also possible if you live in Germany
- flexible working time
- 30 days of vacation per year
- 30 days of workcation per year in the EU and some selected countries
- high autonomy and flat hierarchies
- direct access to the users quick iteration cycles
Closing
We welcome candidates from all backgrounds and encourage diversity in our team. We encourage female and diverse engineers to apply and join our missiondriven culture that values open communication worklife balance and a welcoming environment. Convince us with your personality and your skills and together we will make great things happen!
About us
Founded in 2021 we at Certivity are a young creative and dynamic team of highly skilled domain experts working on innovative RegTech Software. Our solution will shape and define the term RegTech as we develop a completely new product for the highly complex and not yet digitized environment of product regulations. Our primary focus is the automotive industry with options to expand to many other domains as well. Our B2B cloud platform bundles all relevant tasks for compliance with vehicle regulations and laws. For more information about us and our product have a look at our website.
Laboratory Experience,Vendor Management,Design Controls,C/C++,FDA Regulations,Intellectual Property Law,ISO 13485,Research Experience,SolidWorks,Research & Development,Internet Of Things,Product Development
Employment Type : Full-Time
Experience: years
Vacancy: 1
