Senior Data Scientist
AngiSalary not specified
Full Time
Senior (5 to 8 years)
Not SpecifiedCompensation
Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
Marketing Intelligence, eCommerce, SaaSIndustries
Requirements
Candidates must possess a Bachelor's degree (MS preferred) in Mathematics, Computer Science, or a highly quantitative STEM field, with 8+ years of experience in Data Science and ML roles. A solid foundation in statistics, machine learning, and causal inference is required, along with proficiency in Python/R, SQL, and experience with data platforms and statistical modeling libraries. Experience in a fast-paced company, driving projects from start to finish, a growth mindset, and comfort explaining technical concepts to non-technical audiences are also essential. Bonus skills include 2+ years in marketing attribution, MMM, experimentation, or related measurement challenges, experience developing and validating production models, and familiarity with MLOps practices and data pipeline orchestration tools.
Responsibilities
The Staff Data Scientist will support new and existing data science-powered products, contributing to forecasting and experimentation capabilities to improve model accuracy and expand measurement coverage. This role involves explaining statistical concepts to customers, troubleshooting measurement issues, gathering feedback for product enhancement, and collaborating with engineering and product teams to translate customer needs into technical requirements. Additionally, the Staff Data Scientist will provide technical expertise and support for both non-technical internal and external stakeholders.
Skills
Data Science
Machine Learning
Causal Inference
Regression
Time Series Analysis
A/B Testing
Bayesian Modeling
Signal Processing
Statistical Concepts
Attribution Modeling
Forecasting
Experimentation
Customer Support
Technical Implementation
Data Analysis
Product Development
Northbeam
Marketing intelligence platform for advertisers
About Northbeam
Northbeam is a marketing intelligence platform that helps businesses optimize their advertising budgets and improve performance, specifically targeting brands that spend over $250,000 monthly on ads. It combines Multi-Touch Attribution (MTA) to track customer interactions and Media Mix Modeling (MMM) to analyze the effectiveness of various marketing channels. Northbeam operates on a subscription-based model with custom pricing, offering personalized support to clients. The goal is to enable large-scale advertisers to make data-driven decisions and maximize the effectiveness of their marketing strategies.
San Francisco, CaliforniaHeadquarters
2019Year Founded
$14.6MTotal Funding
SERIES_ACompany Stage
Data & Analytics, Consulting, Consumer GoodsIndustries
51-200Employees
Benefits
Equity package
Generous base salary
Healthcare Benefits (medical, dental, vision)
Travel to meet with the team
Flexible Paid Time Off
Paid Holidays
Risks
Emerging competitors offer similar features at lower costs, threatening Northbeam's market share.
Privacy regulations like CCPA may increase Northbeam's operational costs.
Economic downturns could reduce advertising budgets, impacting Northbeam's revenue growth.
Differentiation
Northbeam integrates Multi-Touch Attribution and Media Mix Modeling in one platform.
The platform offers personalized support with a Customer Success Manager and Media Strategist.
Northbeam's machine learning models enhance data-driven marketing strategies without third-party cookies.
Upsides
Northbeam raised $19.6M to expand and accelerate product development in 2023.
The platform's AI-driven predictive analytics align with rising trends in marketing.
Growing ecommerce and DTC brands create opportunities for Northbeam's international expansion.
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