Data Science Expert

1 week ago

ballari, India beBeeData Full time

Unlock New Horizons as a Data Science VisionaryWe are on the cusp of a revolution in skill assessment and career development, leveraging AI and machine learning to bridge the gap between individuals and organizations.As a key member of our team, you will be instrumental in shaping the future of talent management. Your expertise will drive innovation, empowering individuals and organizations to achieve their full potential.Data Analysis & InterpretationAnalyze complex datasets to extract meaningful insights and actionable recommendations.Conduct exploratory data analysis to identify trends, patterns, and anomalies.Translate findings into clear, concise reports and presentations for stakeholders.Machine Learning Model DevelopmentDesign, develop, and deploy machine learning models for skill prediction, personalized learning recommendations, and intelligent matchmaking.Experiment with various algorithms and techniques to optimize model performance.Maintain and improve existing models through continuous monitoring and retraining.Clustering and SegmentationApply clustering techniques to segment users based on skills, career goals, and learning preferences.Utilize K-Means and other clustering methods to create meaningful user segments.Evaluate segment quality and refine clustering parameters to improve accuracy.Embedding and Similarity AnalysisCreate and utilize embeddings to measure the similarity between skills, jobs, and learning resources.Implement and evaluate different embedding techniques, such as word embeddings or graph embeddings.Develop similarity metrics based on embeddings to identify related items.Statistical Modeling and AnalysisApply statistical techniques to analyze data, test hypotheses, and validate model performance.Perform hypothesis testing to evaluate the statistical significance of findings.Develop statistical models to predict future trends and outcomes.Collaboration and CommunicationWork closely with engineers, product managers, and other stakeholders to define requirements, design solutions, and communicate results.Participate in cross-functional team meetings to share progress and gather feedback.Document your work clearly and thoroughly.Required Skills and QualificationsYou should have: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.Experience with cloud computing platforms such as AWS, Azure, or GCP.A strong portfolio of data science projects demonstrating your skills and experience.,

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