NOT ACTIVE – Freelance NLP Data Scientist – Pharma – 6 month contract – fully remote, 3 days per week
Are you looking for a challenging contract job where you’ll make an impact?
Work fully-remotely on two data science topics that aim to solve real-world problems.
The Data Science team at this large German company in Frankfurt is working with the business analytics unit to improve quality management through improved functionality and automation.
You’ll receive the entire data set out of the QMS in order to carry out the projects.
These two data science topics/use cases involve:
A Deviations Recurrence Check to replace the existing manual process whereby users determine whether or not a problem is recurrent. The goal of this Deviations Recurrence Check project is to give users a function that associates a current/new deviation with existing deviations in order to determine if a problem continues to occur.
A Deviations Trending project which seeks to find problems in the QMS. The goal is to automatically analyse the data and find abnormalities that cannot be easily identified with simple search functionality in the QMS. You’ll aim to build a primary cluster group that can be drilled down to primary and secondary levels.
What you’ll add
You will need to have skills/experience in the following areas:
Excellent understanding of machine learning techniques and algorithms (e.g. HDBSCAN, KNN, K-means);
Excellent understanding of natural language processing-semantic analysis;
Experience with common data science toolkits;
Great communication skills;
Strong Python experience;
Proficiency in German is desirable but not mandatory.
Find out more
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