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Senior Data Analyst Lead
2 weeks ago
About Valiance Analytics:
We are a global firm helping clients build cutting-edge technology solutions for digital transformation. Our team comprises professionals across Machine Learning, Data Engineering & Cloud expertise.
Job Summary:
We seek a skilled data scientist to join our dynamic data science team. The ideal candidate will have a strong foundation in Python programming, a solid understanding of machine learning concepts, and expertise in statistical analysis.
Key Responsibilities:
• Develop and implement predictive models using machine learning algorithms and statistical techniques.
• Analyze large datasets to extract actionable insights and support data-driven strategies.
• Conduct exploratory data analysis to identify trends, patterns, and anomalies in data.
• Collaborate with cross-functional teams to define business problems and design experiments to solve them.
• Utilize Python for data manipulation, statistical analysis, and model development.
• Validate model assumptions, with a focus on linear regression and ensure the reliability of results.
• Build and optimize decision tree models and random forest models, including out-of-bag (OOB) scoring and treatment of unsampled records.
• Communicate findings to stakeholders through data visualization and storytelling to influence business decisions.
Requirements:
• Bachelors or Masters degree in Computer Science, Statistics, Mathematics, or a related field.
• 3+ years of experience in data science, data analysis, or a related field.
• Proficiency in Python and relevant libraries (e.g., pandas, scikit-learn, NumPy).
• Strong understanding of machine learning algorithms and statistical methods.
• Experience in demand/Time series forecasting.
• Experience with linear regression, including assumptions and diagnostics.
• Demonstrated ability to build and interpret decision trees and random forests, with knowledge of OOB scoring and handling of unsampled records.
• Excellent analytical and problem-solving skills.
• Strong communication skills, with the ability to convey complex concepts to non-technical stakeholders.
