Senior Data Scientist gesucht (m/w/d)

Für meinen Kunden aus der Versicherungsbranche bin ich auf der Suche nach Unterstützung.

Augmented Data ManagementData ScientistNumber of positions 1Start date 19.09.2022Project duration 31.12.2022, longer possible but not guaranteed

Location MunichRemote possible (how much?) Yes, 100%. Occasional presence in Munich is required.Language skills required English

Project Description

Corporate Knowledge Graph in context of ADM is a semantic data asset linking insurance-relevant information that appear in various Munich Re core systems and data products – to be used for data-driven business use-cases.

Task Description (= service description as in final offer)

  • Translate business use-case requirements to actionable data-based solution designs.
  • Linking different Knowledge Graphs together semantically
  • Understand from business use-case owner(s) the ontology of core underwriting and claims management business.
  • Implement graph ML algorithms to summarize entity-relationships, deduplicate entities based on multi-modal characteristics, and perform predictive analytics.

Required working experience (in years) 5+

Required skills and qualifications

Must have

  • Strong machine learning experience with special focus on unsupervised methods
  • At least some experience with state-of-the-art embeddings methods, such as BERT, Random Walks or Autoencoders.
  • Experience with graph databases, e.g. Neo4J, Tigergraph or Stardog.
  • Experience with the semantic web / ontologies / Knowledge Graphs
  • Python
  • SCRUM experience
  • Excellent communication skills

Nice to have

  • Cloud experience – Azure preferred but any past cloud experience would do
  • Previous work on multi-modal (text, relational DBs, NoSQL) data landscapes.

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