Responsibilities and Authorities:
● Responsible of the data for algorithm development- explore and understand the data related to specific finding, create datasets for radiologists to tag, analyze the algorithm results, curate datasets for testing and support the regulation process
● Build and support data analysis infrastructure –write scripts to automate processes to reduce mistakes and manual work.
● Own the data pipeline – our data is huge and stored in different systems. Get the relevant data, enrich it with calculations and NLP and create project tables.
Required competency (including education; previous training, skills and experience)
● BSc / BA in the areas of Industrial Engineering / Statistics / Mathematics /Bioinformatics;
● 3+ years experience researching, querying, cleaning, and visualizing large, complex datasets containing unstructured data
● Background in bio-informatics, bio-engineering, biology or the medical field – very strong advantage
● Experience with Python or other scripting languages
● Good grasp of the field of statistics
● Experience with No-SQL databases (mongoDB, Elasticsearch, Hadoop, spark)
● Solid grasp of how machine learning works;
● Track record of excellence and drive for results
● Organized, detail-oriented
● Very curious and fast learner, hands-on approach
● Independent, communicative – able to articulate findings and insights clearly, both verbally and in writing
● Deep passion for working with data as well as people
