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Data Scientist

San Francisco, CA

Introduction to Demandbase: 

Demandbase helps B2B companies hit their revenue goals using fewer resources. How? By using the power of AI to identify and engage the accounts and buying groups most likely to purchase. Our account-based technology unites sales and marketing teams around insights that you can understand and facilitates quick actions across systems and channels to deliver big wins. It’s flexible, scalable ABM built for you.

As a company, we prioritize both the advancement of careers and the development of world-class technology. We invest heavily in people, our culture, and the communities around us. We have offices strategically located in San Francisco and New York in the US, and Hyderabad, in India and we embrace a hybrid work model in these regions. Outside of these areas we offer a remote work option and boast a significant presence in Austin, TX, Atlanta, GA, and London, UK. Continuously lauded as a great place to work, we are Great Place to Work Certified, and have earned distinctions such as "Fortune's Best Workplaces in the Bay Area,"Best Workplaces in Technology," "Best Workplaces for Millennials," and "Best Workplaces for Parents"!

We're committed to attracting, developing, retaining, and promoting a diverse workforce. By ensuring that every Demandbase employee is able to bring a diversity of talents to work, we're increasingly capable of achieving our mission to transform the way B2B companies go to market. We encourage people from historically underrepresented backgrounds and all walks of life to apply. Come grow with us at Demandbase!

About the Role
Demandbase is seeking a Data Scientist to join our Central Data Science team, where you’ll contribute to impactful machine learning projects that shape the B2B buyer journey. This role is ideal for someone with solid experience in data analysis and foundational machine learning, ready to apply their skills in a high-growth environment. You will work on a range of projects, from account ranking to ad optimization, developing data-driven models that deliver actionable insights and improve business performance.

In this role, you’ll collaborate with experienced data scientists, product managers, and engineers, offering opportunities to develop your machine learning skills and gain experience deploying models in production. A background in data science, with analytical proficiency and interest in practical ML applications, is ideal.

The base compensation range for this position, not including the company bonus, is: $128,000 - $174,000

What you'll be doing:

  • Data Exploration and Preparation: Analyze and preprocess large datasets to support machine learning models, identifying key insights to guide data-driven decision-making.
  • Feature Engineering and Model Building: Develop and refine features, assist with model selection, and build foundational machine learning models to optimize business outcomes.
  • Model Performance and Validation: Evaluate and validate model performance, using metrics to improve accuracy and reliability in production environments.
  • Cross-functional Collaboration: Work with data engineering, product, and UX teams to integrate models into workflows, ensuring solutions align with business needs.
  • Communication of Findings: Present analysis and model results to technical and non-technical stakeholders, using data visualizations and clear explanations to convey insights effectively.

Project Examples

  • Account Prioritization: Support projects to rank accounts based on their journey stage, helping drive targeted sales and marketing efforts.
  • Intent Signal Analysis: Contribute to identifying intent signals from behavioral data to improve targeting and personalization.
  • Campaign Optimization: Assist in optimizing ad campaigns by analyzing engagement metrics and supporting model improvements for ad targeting and click-through rate predictions.

What We’re Looking For:

  • Experience: 2–3 years of experience in data science or analytics, with hands-on experience in data processing, exploratory analysis, and some exposure to machine learning.
  • Education: Degree in Data Science, Statistics, Computer Science, Mathematics, or a related field.
  • Technical Skills:
    • Proficiency in Python and data analysis libraries (Pandas, Numpy)
    • Strong SQL skills for data extraction and manipulation
    • Experience with machine learning libraries (e.g., Scikit-Learn) and model evaluation techniques
    • Data visualization skills (e.g., Tableau, Power BI, or Python libraries such as Matplotlib and Seaborn)
  • Familiarity with Machine Learning Concepts: Experience in building and validating models, with an interest in developing more advanced skills.

Nice to Have

  • Experience with Cloud Platforms: Familiarity with Google Cloud Platform or AWS is a plus.
  • Scala Experience: Knowledge of Scala is beneficial, or a willingness to learn it for data processing and pipeline optimization.
  • Personal Attributes:
    • Analytical thinker with a detail-oriented approach to problem-solving
    • Effective communicator, able to explain complex findings to diverse audiences
    • Self-motivated with a strong interest in continuous learning and improvement
    • Eager to take ownership of projects and contribute meaningful insights

Benefits:

Our benefits include options for up to 100% paid Medical and Vision premiums for employees, a flexible PTO policy, no internal meetings Fridays, as well as access to Modern Health and other mental wellness resources. Additionally, we offer eight paid holidays and two additional week-long breaks when all Demandbase employees in the US take time off simultaneously (the week of July 4th and the week of Thanksgiving). We also provide 401(k), short-term/long-term disability, life insurance, and other great benefits.

 

Our Commitment to Diversity, Equity, and Inclusion at Demandbase:

At Demandbase, we believe in creating a workplace culture that values and celebrates diversity in all its forms. We recognize that everyone brings unique experiences, perspectives, and identities to the table, and we are committed to building a community where everyone feels valued, respected, and supported. Discrimination of any kind is not tolerated, and we strive to ensure that every individual has an equal opportunity to succeed and grow, regardless of their gender identity, sexual orientation, disability, race, ethnicity, background, marital status, genetic information, education level, veteran status, national origin, or any other protected status. We do not automatically disqualify applicants with criminal records and will consider each applicant on a case-by-case basis.

We recognize that not all candidates will have every skill or qualification listed in this job description. If you feel you have the level of experience to be successful in the role, we encourage you to apply!

We acknowledge that true diversity and inclusion requires ongoing effort, and we are committed to doing the work required to make our workplace a safe and equitable space for all. Join us in building a community where we can learn from each other, celebrate our differences, and work together.

Personal information that you submit will be used by Demandbase for recruiting and other business purposes. Our Privacy Policy explains how we collect and use personal information.

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