Data Scientist

Data Acquisition & Preparation

• Identify and extract data from multiple sources databases, APIs, external datasets ensuring high data quality. MyJobMag Foundit

• Cleanse, preprocess, and wrangle structured and unstructured data for analysis. MyJobMag Simplilearn.com

Exploratory Data Analysis (EDA)

• Use statistical and visualization tools to uncover trends, patterns, anomalies, and insights. MyJobMag Simplilearn.com

Model Development & Machine Learning

• Build, train, and validate predictive models regression, classification, clustering, time series, ensemble models. iSmartRecruit Recruit Better Resources Upwork

• Design and implement experiments (e.g., A/B testing) to evaluate model effectiveness. MyJobMag DataCamp

Data Visualization & Communication

• Present findings via dashboards and visualizations using tools like Tableau, Power BI, Matplotlib, or Seaborn. MyJobMag Simplilearn.com DataCamp

• Simplify complex insights for stakeholders and executives. MyJobMag targetjobs.co.uk

Deployment & Collaboration

• Work with data engineers or ML engineers to deploy, monitor, and maintain models in production. DataCamp

• Collaborate with cross-functional teams engineering, product, analytics to deliver data-driven