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GR
Grünenthal GmbH
6d ago

Data Science Platform & Analytics Lead(m/w/x)

Aachen
Full-timeWith Home OfficeSenior
AI/ML
Data Science

Description

You will lead the company's data strategy by building scalable analytics platforms and transforming complex biological data into actionable insights to accelerate innovative drug discovery.

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Requirements

  • PhD in quantitative field or life sciences
  • Five years of pharma or biotech experience
  • Leadership in data science and computational strategies
  • Ability to guide teams in building pipelines
  • Knowledge of biomedical data management and curation
  • Strong collaboration and teamwork skills
  • Excellent communication and presentation skills
  • Outstanding organizational skills and independence
  • Proficiency in Python, R, and Shell
  • Experience with Python and R data libraries
  • Experience with ELN, SQL, and cloud data
  • Skills in visualization and dashboarding tools
  • Knowledge of workflow orchestration and management
  • Proficiency in Azure and Databricks architecture
  • Skills in data architecture and modeling
  • Knowledge of ontologies and semantic layers
  • Advanced ETL/ELT and integration skills
  • Experience in MLOps and operational excellence
  • Desirable expertise in RNA biology and design
  • Desirable experience in next-generation sequencing methods

Education

Doctoral / PhD

Work Experience

5 years

Tasks

  • Manage the end-to-end research data lifecycle
  • Define data standards and upload templates
  • Establish frameworks for data governance and quality
  • Oversee research data management platforms
  • Build and improve centralized research databases
  • Execute the research strategy for AI platforms
  • Apply FAIR data principles to datasets
  • Manage metadata architecture across database suites
  • Support scientific teams with data organization
  • Integrate diverse datasets into visual displays
  • Drive global rollout of research platforms
  • Define KPIs to measure platform performance
  • Generate insights from multi-modal preclinical datasets
  • Partner with experts to automate analytical pipelines
  • Implement advanced statistical and AI methods
  • Collaborate with internal experts and external vendors
  • Align with R&D and IT on priorities
  • Communicate business impact to executive leadership

Tools & Technologies

PythonRShellLinuxUnixPandasNumPyScikit-learnMatplotlibPlotlyBioconductorRevvity SignalsBenchlingSQLSparkDatabricksSnowflakeBigQueryAzure SynapseAirflowPrefectSpotfireTableauPower BICondaPoetryDockerSingularityNextflowSnakemakeAzureMLflowWeights & BiasesGitHub ActionsAzure DevOps

Languages

EnglishBusiness Fluent

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