IBM Data Scientist in BUCHAREST, Romania
IBM Advanced Analytics is looking to strengthen the team with a strongly motivated Data Scientist who will support the current and future development of our internal pipeline for influence analytics and opinion leader scouting.
In this context we are looking for a data scientist with Python, database management, and R skills to support opinion leader identification exercises and create network visualizations of how these opinion leaders interact.
Run the analytics pipeline from raw data to reports on a regular basis (2-4 deliverables per month). This pipeline is built using Python and Cypher, to create graph databases (Neo4j) from custom biomedical publications and clinical studies.
Adapt the front-end app to different use cases using R, to create custom user-friendly visualizations of the graph databases.
Automate different parts of the analytics pipeline using python, bash scripts and other tools.
Required Technical and Professional Expertise
Hands on experience with Python (especially pandas, py2neo, networkx, seaborn, matplotlib)
Experience in database management, Cypher and graph databases is a plus
Hands on experience with R, especially Shiny
Comfortable with Git, working on a Linux environment
Strong communication skills towards peer data scientists
Ability to work individually and in teams
DWH knowledge is considered a plus
Preferred Tech and Prof Experience
Experience with network visualization tools such as Cytoscape, gephi, etc
Experience with Scala
Experience with the MeSH ontology
Experience with the healthcare / pharmaceutical industry
Experience with automation and reproducibility using (Linux) tools, shell scripts, etc
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