Level

Gathern

Data Scientist

AI in this role

Data Scientist:
Drive data-driven decision-making by developing analytical models, extracting actionable insights, and translating complex datasets into measurable business impact aligned with company strategy.

Key Accountabilities:
 ●  Develop predictive and statistical models to support business objectives
  ●  Perform data cleaning, transformation, and feature engineering
  ●  Translate business problems into analytical frameworks
  ●  Build dashboards and data visualizations for stakeholders
  ●  Conduct exploratory data analysis (EDA) to uncover trends and insights
  ●  Collaborate with Product, Marketing, and Engineering teams
  ●  Monitor model performance and ensure continuous optimization

Core Behavioral Competencies:

●  Strategic Vision & Agility – Proficient

●  Growth Mindset – Proficient

  ●  Scalable Execution – Proficient

  ●  People Leadership & Talent Development – Basic/Proficient

  ●  Governance & Ethical Conduct – Proficient

  ●  Customer Centricity – Proficient

  ●  Innovative Thinking & Digital Fluency – Expert

  ●  Stakeholder Management – Proficient

Technical Competencies:
  ●  Data Modeling & Statistical Analysis – Proficient
  ●  Machine Learning & Predictive Modeling – Proficient
  ●  Data Wrangling & Feature Engineering – Proficient
  ●  Data Visualization & Storytelling – Proficient
  ●  SQL & Database Querying – Proficient
  ●  Python / R for Data Science – Proficient
  ●  Experimentation & A/B Testing – Basic/Proficient
  ●  Model Deployment & Monitoring – Basic/Proficient

Requirements

Education:

    ● Bachelor’s degree in Data Science, Statistics, Computer Science, Mathematics, or related field.

  Experience:

   ●   4–6 years in data science or advanced analytics roles
  ●   Experience building and deploying machine learning models
  ●   Experience working with large structured and unstructured datasets
  ●   Experience collaborating with cross-functional teams

How we rate this

Data Scientist at Gathern rates 86 out of 100 for how much of the daily work is AI. That makes it Builds AI (AI Level 4 of 4). The level is about AI in the job, not seniority.

Classification

Builds AI. The job is building AI systems.

  1. ●●●● Builds AI80 to 100
  2. ●●●○ Works on AI60 to 79
  3. ●●○○ Uses AI40 to 59
  4. ●○○○ Little AI0 to 39

Levels come from how often the tools, models and workflows of the role are named in the posting itself. Open the description and count.

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