Staff Data Scientist I, Direct Marketing

Requirements

• Advanced degree in a quantitative discipline (Master’s or PhD preferred)


• 8+ years of experience applying advanced quantitative techniques in industry


• Demonstrated leadership in developing and deploying real-time models, emphasizing automation and innovation


• Expert-level Python skills, including data querying, manipulation, and modeling


• Extensive experience developing and applying advanced ML models, particularly ensemble methods


• Skilled in version control (e.g. Git) with experience contributing to large-scale, collaborative projects


• Hands-on experience with AWS tools (e.g., EC2, SageMaker, Redshift) or equivalent platforms for scalable compute and storage


• Excellent business intelligence and visualization skills


• Ability to communicate insights and technical concepts to technical and non-technical audiences


• Ownership mentality and demonstrated ability to take initiative, drive work forward, and mentor others


• Strong communication skills


• Must be on camera for virtual interviews

Core Competencies

Demonstrates expertise in developing and deploying advanced ML models, particularly ensemble methods, while leading cross-functional teams and mentoring data scientists. Proficient in Python, AWS tools, and version control, with a strong focus on automation, innovation, and effective communication of technical concepts.

Highest-signal resume keywords

• Advanced Degree In Quantitative Discipline


• Expert-Level Python Skills


• Extensive Experience With Advanced ML Models


• Hands-On Experience With AWS Tools


• Demonstrated Leadership In Model Development

Hard Skills

• Advanced Quantitative Techniques


• ML Model Development


• Data Querying


• Data Manipulation


• Modeling


• Automated Testing


• Production Engineering Practices


• Monitoring Frameworks


• Version Control


• Ensemble Methods

Soft Skills

• Strong Communication Skills


• Ownership Mentality


• Mentoring Ability


• Initiative


• Collaboration

Industry Keywords

• Performance Marketing


• Bidding Optimization


• Targeting Optimization


• Marketing Optimization


• Business Intelligence


• Visualization Skills

Tools & Technologies

• AWS EC2


• AWS SageMaker


• AWS Redshift


• Git


• ML Operations