Illumina

Staff Data Scientist

Illumina

full-time

Posted on:

Origin:  • 🇺🇸 United States • California

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Salary

💰 $138,800 - $208,200 per year

Job Level

Lead

Tech Stack

AWSAzureCloudERPGoogle Cloud PlatformPythonPyTorchScikit-LearnSQLTensorflow

About the role

  • Design, develop, and deploy machine learning models to forecast revenue and uncover new revenue opportunities across global markets.
  • Stay current with the latest AI/ML research and tools and be a thought leader in evaluating their applicability to Illumina’s commercial finance agenda
  • Build and operationalize novel AI products that improve the efficiency, accuracy, and strategic capabilities of the commercial finance organization.
  • Collaborate with cross-functional stakeholders to understand business needs and translate them into scalable AI/ML solutions.
  • Construct robust data pipelines and model deployment frameworks in partnership with data engineering teams.
  • Apply advanced statistical and machine learning techniques to identify and prioritize high-value revenue opportunities, optimize commercial strategies, and support data-driven decision-making.
  • Continuously monitor model performance and retrain models as needed to ensure accuracy and relevance.

Requirements

  • Ph.D. or Master’s in Computer Science, Data Science, Statistics, Applied Mathematics, or a related field.
  • 6+ years of experience in machine learning, data science, or AI engineering roles.
  • Proven experience building and deploying AI/ML solutions in a commercial or financial context.
  • Proficiency in Python, SQL, and ML libraries such as scikit-learn, TensorFlow, or PyTorch.
  • Experience with time series forecasting, regression modeling, and classification techniques.
  • Experience working with large datasets and cloud platforms (e.g., AWS, Azure, GCP).
  • Strong communication skills and ability to collaborate across diverse business and technical teams.