About the Company

Crunchbase provides intelligence on private companies by combining live private company data, AI, and market activity from more than 80 million users. Its predictive solutions help investors, dealmakers, and analysts understand private market trends and make informed decisions. The company promotes a remote-first, inclusive culture built on transparency, openness, and diverse perspectives.

About the Role

Crunchbase is seeking a Senior Data Scientist to develop data-driven features and insights that improve how users interact with its products. This role sits at the intersection of data science and product development, with a focus on strengthening the Crunchbase insights engine and turning complex data into useful, actionable information. You will work closely with product managers, engineers, and other stakeholders throughout the feature development life cycle, from identifying opportunities and refining requirements to developing models and deploying solutions into production. The role involves applying statistical methods and machine learning to business and user questions, including predicting potential investors for a company. You will also help improve model accuracy, communicate findings clearly, and ensure data science work supports product goals and user needs.

Key Responsibilities

Enhance and optimize the Crunchbase insights engine by transforming raw data into meaningful, actionable insights. Collaborate with the product team to align data science initiatives with business objectives and user needs. Contribute throughout the feature delivery life cycle, from ideation and requirements gathering through development, deployment, and production. Work with internal partners to gather, clarify, and refine requirements for data-driven product features. Develop and implement statistical and machine learning models to address user queries and business problems, such as predicting potential investors for a company. Evaluate and improve model accuracy, relevance, and usefulness as data science and machine learning techniques evolve. Partner with product managers, engineers, and other stakeholders to understand business challenges and develop data-driven solutions. Identify meaningful patterns and insights in data to support product improvements and business decisions. Explain complex analytical findings and model results clearly to both technical and non-technical audiences. Stay informed about developments in data science and machine learning and apply relevant approaches to improve existing solutions.

Required Qualifications

At least four years of experience in data science, particularly developing and deploying machine learning models. Strong Python programming skills. Familiarity with analytics and big data tools, including SQL, R, or related technologies. Strong analytical skills and the ability to identify patterns and extract insights from data. Excellent communication skills, with the ability to explain complex concepts clearly and collaborate across teams. Ability to understand product needs and translate business problems into impactful data-driven features. Proficiency with Google Workspace or comparable office productivity software. Preferred Qualifications / Requirements Experience with recommendation systems. Experience with time series analysis. Location and Work Arrangement Work arrangement: Remote-first. Eligible locations: California, Colorado, Illinois, Florida, Georgia, Massachusetts, Nevada, New Jersey, New York, North Carolina, Oregon, Pennsylvania, South Carolina, Texas, Virginia, Washington, and Maine. Salary & Benefits Crunchbase offers competitive compensation and stock options, along with a range of employee benefits and development opportunities. Benefits include flexible paid time off, 22 holidays in 2025, paid volunteering time, and 14 weeks of fully paid leave for various life events, including welcoming a new child or caring for family. Medical, dental, and vision coverage for employees and their families, with PPO, HDHP, and INO plan options. 401(k) and Roth retirement plans, plus a free annual financial adviser check-in. Monthly wellness and internet stipends. A work-from-home allowance for purchasing home office furniture. Reimbursement for learning and development activities. Matching charitable contributions associated with town hall awards. Equal Opportunity / EEO Crunchbase is committed to equal employment opportunities and does not discriminate based on race, creed, color, ethnicity, national origin, religion, sex, sexual orientation, gender expression, age, height, weight, veteran status, military obligations, marital status, or other protected characteristics. Qualified applicants with arrest or conviction records will be considered for employment. Crunchbase values the diverse perspectives, backgrounds, experiences, and skills that team members bring to the organization. The company encourages candidates who are interested in its mission and eager to learn and grow to apply, even if they do not meet every listed qualification.