Data Scientist

Summary

Join Demandbase as a Data Scientist to contribute to impactful machine learning projects, collaborate with experienced data scientists, product managers, and engineers, and develop your machine learning skills in a high-growth environment.

Requirements

• 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

Responsibilities

• 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

Benefits

• Up to 100% paid Medical and Vision premiums for employees
• Flexible PTO policy
• No internal meetings Fridays
• Access to Modern Health and other mental wellness resources
• Eight paid holidays
• 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)
• 401(k)
• Short-term/long-term disability
• Life insurance