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Senior Data Scientist

Data ScientistData ScientistFull TimeRemoteTeam 1,001-5,000Since 2017Company SiteLinkedIn

Location

United States

Posted

16 days ago

Salary

$140K - $190K / year

Bachelor Degree5 yrs expEnglishAWSCloudDockerGoogle Cloud PlatformHadoopKubernetesPythonPy TorchSparkTensorflow

Job Description

• Build advanced recommendation models, such as Next Best Offer systems, leveraging cutting-edge techniques. • Create and own the end-to-end lifecycle of machine learning models, from data preprocessing and feature engineering to production deployment. • Design and deploy scalable machine learning architectures that integrate seamlessly into customer-facing applications. • Continuously evaluate and improve model accuracy, scalability, and computational efficiency. • Stay up-to-date with the latest advancements in machine learning to ensure best-in-class solutions are applied to business problems. • Report to the Director of Growth Data Science. • Work with the Growth Data Science team to drive measurable impact on user engagement and business outcomes. • Collaborate with cross-functional partners in Product, Engineering, Analytics, and Marketing to deliver data-driven solutions. • Identify new opportunities to uncover actionable insights from large-scale datasets. • Grow the effectiveness of the PLG funnel through optimized model performance and personalization.

Job Requirements

  • 5+ years of direct experience in data science or machine learning, with a specific focus on recommendation systems.
  • Proven experience deploying machine learning models end-to-end in a SaaS or PLG environment.
  • Strong proficiency in Python and deep learning frameworks such as TensorFlow or PyTorch.
  • Hands-on experience with GNN, Transformers, or other advanced ML architectures.
  • Solid understanding of MLOps best practices, data pipelines, and containerization (Docker, Kubernetes).
  • Expertise in working with large-scale datasets and distributed computing tools (e.g., Spark, Hadoop).
  • Strong problem-solving skills and the ability to communicate complex technical concepts to non-technical stakeholders.
  • Hands-on experience with the modern data stack: Snowflake, Hex, and cloud platforms (AWS/GCP).

Benefits

  • Equity
  • 401k
  • Health, Dental, and Vision insurance
  • Spending accounts
  • Life & Disability
  • Paid parental leave
  • Flexible paid time off
  • Enhanced employee assistance program
  • Employee wellness stipend
  • Professional development stipend

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