P3P3 — Mid-Level Professional
Data Science and Analytics Data Scientist
Analyze complex datasets to extract trends, build predictive models, and support data-driven decisions.
What this level means
Fully competent professional; works independently on standard projects
- Scope
- Features or a sub-system end-to-end
- Autonomy
- Works independently on standard work; reviewed on the non-standard
- Complexity
- Diverse problems; adapts existing approaches
- Impact
- Project / team outcomes
- Decision rights
- Owns implementation decisions for own scope
- Leadership
- Mentors juniors informally
- Typical experience
- 3–5 yrs
What you'd do
- Analyze datasets
- Build predictive models
- Support data-driven decisions
- Collaborate with cross-functional teams
- Present findings to stakeholders
- Develop data-driven solutions
- Ensure data quality and integrity
- Stay updated with industry trends
- Optimize data processes
- Mentor junior team members
- Analyze and interpret complex datasets
- Develop and implement predictive models
- Collaborate with stakeholders to define data needs
Skills, knowledge & tools
- Statistical analysis
- Machine Learning Algorithms
- Data Visualization Tools
- Python/R programming
- Data cleaning
- Predictive modeling
- Data interpretation
- Critical Thinking
- Collaboration
- Presentation skills
- Advanced Statistics
- Machine Learning Techniques
- Data visualization best practices
- Programming languages
- Data management
- Business acumen
- Industry trends
- Data ethics
- Data governance
- Emerging technologies
- Statistics
- Machine Learning
- Data Visualization
- Programming (Python/R)
- Domain Knowledge
- Problem Solving
- Analytical thinking
- Communication Skills
- Project management
- Innovation
What good looks like
- Master's degree in Data Science or related field
- Proficiency in Python/R
- Experience with machine learning
- Strong statistical background
- 3+ years of experience in data analysis
Common titles
Data Science and Analytics IIIData Science and Analytics 3Mid-Level Data Science and AnalyticsData Science and Analyst IIIData Science and Analyst 3Mid-Level Data Science and AnalystData Science and Analytics Data Scientist
What it pays
Market-pay benchmarks for this family × level are being recalibrated across all survey sources and will return shortly.
O*NET / SOC: 15-0000 — Computer & Mathematical Occupations (inferred)