Senior Data Scientist at Crunchbase

Illinois, United States

Crunchbase Logo
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Technology, Data Analytics, SaaSIndustries

Requirements

  • 4+ years of experience in data science, with a focus on developing and deploying machine learning models
  • Excellent communication skills, capable of simplifying complex issues for effective collaboration
  • Proven ability to understand products and deliver impactful features to drive business success
  • Hands-on experience and expertise in Python coding
  • Familiarity with a range of analytics and big data tools (e.g., R, SQL, etc.)
  • Passion for identifying patterns in data, showcasing strong analytical skills
  • Proficient with Google Office Suite or related software
  • Ideally, experience with recommendation systems and/or time series analysis

Responsibilities

  • Utilize expertise to enhance and optimize the Crunchbase insights engine, turning raw data into meaningful and actionable insights
  • Collaborate closely with the product team to align data science efforts with business objectives and user needs
  • Engage in all aspects of the feature delivery cycle, from ideation to production, ensuring seamless integration of data-driven features into products
  • Work closely with internal partners to gather and refine requirements for data-driven features
  • Develop and implement statistical and machine learning models that address user queries and business questions, such as predicting potential investors in a given company
  • Stay current with advancements in data science and machine learning to continuously improve model accuracy and relevance
  • Collaborate with product managers, engineers, and other stakeholders to understand business problems and provide data-driven solutions
  • Communicate complex findings and insights in a clear and understandable manner to both technical and non-technical audiences

Skills

Key technologies and capabilities for this role

Data ScienceMachine LearningStatistical AnalysisPythonSQLData VisualizationA/B TestingProduct Analytics

Questions & Answers

Common questions about this position

Is this position remote-friendly?

Crunchbase has a remote-first approach and is open to hiring residents of specific states including California, Colorado, Illinois, Florida, Georgia, Massachusetts, Nevada, New Jersey, New York, North Carolina, Oregon, Pennsylvania, South Carolina, Texas, Virginia, Washington, and Maine.

What experience is required for the Senior Data Scientist role?

Candidates need 4+ years of experience in data science focused on developing and deploying machine learning models, hands-on expertise in Python coding, and familiarity with a range of analytics.

What is the company culture like at Crunchbase?

Crunchbase fosters a positive, diverse, and inclusive culture by hiring for potential and embracing diverse perspectives, with values of transparency and openness that strengthen teams and enhance products; they also emphasize an inclusive remote-first culture.

What benefits does Crunchbase offer?

Crunchbase provides generous PTO policies, competitive pay, and employee wellness benefits.

What makes a strong candidate for this Senior Data Scientist position?

Strong candidates have 4+ years in data science with machine learning model development and deployment, excellent communication skills to simplify complex issues, proven ability to deliver impactful product features, hands-on Python expertise, and familiarity with analytics.

Crunchbase

Data platform for private market insights

About Crunchbase

Crunchbase provides a platform that offers detailed information and insights about private markets, startups, founders, and investors. Users can access a comprehensive database that tracks trends, investment activities, and news related to startups and high-growth companies. The platform operates on a subscription model, allowing clients such as venture capitalists, entrepreneurs, and market researchers to choose from different tiers of access to its data. What sets Crunchbase apart from its competitors is its extensive database and focus on providing actionable insights that help users make informed decisions in the venture capital and startup ecosystem. The goal of Crunchbase is to empower its users with the information they need to gain a competitive advantage in their respective fields.

San Francisco, CaliforniaHeadquarters
2007Year Founded
$103.6MTotal Funding
SERIES_DCompany Stage
Data & Analytics, Venture CapitalIndustries
201-500Employees

Benefits

Medical, vision, & dental coverage
401k & roth plans
Paid parental leave
Free One Medical membership
Mental health days to recharge
No meeting day every Thursday
Flexible vacation policy
Generous wellness reimbursement plan
$1k allowance to build your home office
Monthly internet stipend
Monthly stipend for coffee or a quick bite with colleagues

Risks

Emerging competition from platforms like PitchBook and CB Insights threatens market share.
Stricter data protection regulations pose potential data privacy challenges for Crunchbase.
Economic downturns could reduce demand for Crunchbase's services.

Differentiation

Crunchbase offers personalized account recommendations and advanced search features.
Crunchbase provides comprehensive private company data for targeted outreach.
Crunchbase's API-driven database is a key differentiator in startup and financial data.

Upsides

Growing demand for account-based intelligence tools boosts Crunchbase's market relevance.
Expansion of Crunchbase's news division attracts users seeking real-time updates.
European tech's rise in global VC funding increases Crunchbase's market potential in Europe.

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