Experience
• 5-7 years of experience in data science
• End-to-end experience from data exploration to model deployment
Technical Expertise
• Python (pandas, scikit-learn), SQL
• Statistical analysis and machine learning fundamentals
• Azure Machine Learning
• Feature engineering and model evaluation
• Data storytelling and insight communication
Certifications
• Microsoft Certified: Azure Data Scientist Associate (preferred)
• AI or machine learning certifications are a plus
Soft Skills
• Strong analytical and critical-thinking skills
• Ability to translate business problems into data solutions
• Clear communication of insights to non-technical audiences
