Data Scientist

<p>Core Responsibilities</p> <p> Problem Identification:</p> <p>o Collaborate with business stakeholders to define high-value problems that can be solved using data.</p> <p>o Translate vague business goals (e.g., "reduce churn") into specific data-driven objectives.</p> <p> Data Collection & Cleaning:</p> <p>o Identify and pull data from various sources (SQL databases, APIs, web scraping, or internal logs).</p> <p>o Perform Data Wrangling: Cleaning messy data, handling missing values, and ensuring data consistency for analysis.</p> <p> Exploratory Data Analysis (EDA):</p> <p>o Use statistical methods to identify patterns, correlations, and anomalies.</p> <p>o Visualise data to communicate initial findings and validate hypotheses before building complex models.</p> <p> Model Building & Evaluation:</p> <p>o Select and train ap...