ApplyStaff Software Engineer, Data Science
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💎 Seniority level: Staff, Minimum 4+ years
📍 Location: United States
🔍 Industry: Marketing technology / E-commerce
🏢 Company: Northbeam👥 11-50💰 $15,000,000 Series A over 2 years agoMachine LearningInformation Technology
🗣️ Languages: English
⏳ Experience: Minimum 4+ years
🪄 Skills: AWSPythonMachine LearningPyTorchSoftware ArchitectureAzureData engineeringData scienceTensorflowCollaboration
Requirements:
- Bachelor's degree in Mathematics, Computer Science, or a highly quantitative STEM field.
- Strong understanding of statistics, linear algebra, probability, and machine learning.
- Experience with regression, time series analysis, causal inference, statistical testing, Bayesian modeling, optimization, or signal processing.
- Strong programming skills to implement data science solutions in production code.
- Expertise in Python and experience with differentiable or probabilistic programming (e.g., TensorFlow, PyTorch).
- Experience with cloud infrastructure (e.g., Google Cloud Platform, Azure, AWS).
- Expertise in software architecture, distributed systems architecture, or data engineering.
Responsibilities:
- Lead research and development for new and existing data science powered products at Northbeam.
- Collaborate with engineering and product teams to transition working proofs of concept into production.
- Provide technical expertise and support for non-technical stakeholders.
- Educate colleagues in other departments about data science applications in marketing and advertising.
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