Data Insights Analyst

4 days ago

kakinada, India beBeeDataScience Full time

Unlock Data InsightsThe data science team is a driving force of innovation, leveraging AI and machine learning to revolutionize skill assessment and career development. Our mission is to empower individuals and organizations through intelligent solutions that bridge the skills gap and achieve their full potential.Key Responsibilities:Analyze complex datasets to extract meaningful insights and actionable recommendations, driving improvements to our skill assessment algorithms and career development tools.Design, develop, and deploy machine learning models for skill prediction and personalized learning recommendations.Apply clustering techniques to segment users based on skills, career goals, and learning preferences, informing personalized experiences and targeted interventions.Measure the similarity between skills, jobs, and learning resources using embeddings, providing relevant recommendations and improving search functionality.Apply statistical techniques to analyze data, test hypotheses, and validate model performance, ensuring the reliability of our insights.Requirements:3-5 years of experience as a data scientist or similar role.Strong programming skills in Python, including experience with libraries such as scikit-learn, TensorFlow, and PyTorch.Solid understanding of machine learning algorithms, including supervised, unsupervised, and reinforcement learning techniques.Experience with clustering, embedding, similarity analysis, and segmentation analytics.Proficiency in statistical science, including K-Means, Cosine Similarity, and other relevant methods.Experience working with large datasets and distributed computing environments.Excellent communication and presentation skills, with the ability to explain complex concepts to technical and non-technical audiences.A Master's or Ph.D. degree in Computer Science, Statistics, Mathematics, or a related field.

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