AI Data Engineer (m/f/d) - with salary details
AI Data Engineer (m/f/d) - with salary details
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Job Description
We are Covestro. We are curious. We are courageous. We are colorful. We refine chemical material solutions with gamechanging products. Let us empower you to push boundaries. Join us and our 18.000 colleagues now and together we will make the world a brighter place.
The Digital R&D (DRD) organization at Covestro is responsible for innovative digital solutions for the development of chemical products and applications. Among others experts in material simulations and computational chemistry laboratory automation R&D data science highperformance computing and quantum computing work here. The department is expanding its team of scientists and software developers to harness the new possibilities of artificial intelligence for chemical and materials science research. In particular we intend to use large language models to gain better insights from unstructured data sources (such as research reports or regulatory texts) and to increasingly support the chemical research process with artificial intelligence and creativity.
In addition to our diverse benefits you can expect an attractive starting salary between 87200/year and 105900/year plus a variable component if you work fulltime. The starting salary is based on your qualifications and professional experience.
In this role you will take care of the following tasks:
Support ongoing and future projects in the area of AI
Analyze business/project requirements and identify relevant data and tools for use in LLMs AI models and applications
Develop maintain and automate chemical LLMs pipelines
Develop maintain and automate models and methods for accessing confidential information sources from existing LLMs
Maintain and operate existing solutions
Collaborating with cloud architects to automate maintain and monitor pipeline solutions
What you bring to the job:
Required:
Masters degree in computer science Machine Learning Artificial Intelligence or a related technical field or equivalent industry experience in machine learning engineering or model development.
Strong programming skills in Python with an emphasis on writing clean efficient and modular code for Data and ML pipelines.
Handson experience with deep learning frameworks such as PyTorch and HuggingFace Transformers including model customization and finetuning.
Solid understanding of MLOps principles including model versioning CI/CD for ML pipelines model monitoring and lifecycle management.
Experience with modern data storage and management architectures including OLAP databases Lakehouse platforms and Vector Databases.
Handson experience in deploying and maintaining cloudbased ML infrastructure (preferably on AWS) including services such as Glue Sagemaker with tools like CDK and Terraform.
Preferred:
Practical experience in medium to largescale LLM training (e.g. PyTorch Distributed DeepSpeed Horovod Hugging Face Accelerate).
Experience in designing executing and interpreting robust machine learning evaluation experiments including metric tracking hyperparameter optimization and error analysis.
Experience in Natural Language Processing (NLP) and Information Retrieval (IR) is a plus.
Understanding of basic polymer chemistry principles with an interest in applying machine learning techniques to scientific data processing and discovery.
Strong communication skills with fluency in written and spoken English.
If you have any questions about the recruiting process please contact Marek Sierant (). Please understand that we cannot process applications by email.
Perfection Not required!
The requirements are not met 100% but you are still interested in the position Are you curious courageous and colorful as we are No problem!
Well tackle this together as a team! With proper onboarding and tailored development opportunities.
Apply now!
We look forward to receive your application! Become #1ofUs!
Anyone who wants to contribute to a better world with Covestro can also expect a lot.
We want you to feel at home at Covestro. To feel youre treated fairly and transparently. That means financial security a healthy worklife balance and generous benefits.
Specifically it means for us: flexible working hours the compatibility of family and work active health promotion and the ability to convert part of your salary into longterm or retirement savings. And thats not all.
Sounds exciting Find out more about Covestro and our benefits here:
Covestro welcomes applications from all individuals regardless of racial or ethnic origin skin color nationality religion philosophy gender age physical characteristics marital status disability appearance sexual orientation and sexual identity. We are committed to treating all applicants fairly and avoiding discrimination.
Employment Type
Full-Time
