DTICI_ Data Scientist_T8 || 4019

# DTICI_ Data Scientist_T8 ## Company Overview Not specified. ## Job Summary We are seeking a highly skilled Data Scientist with expertise in traditional machine learning methodologies and advanced data analytics. This full-time position involves leveraging a variety of data analysis and modeling techniques to drive data-driven decision-making within the organization. The ideal candidate will contribute significantly to projects aimed at improving performance and efficiency through rigorous analysis, modeling, and the deployment of machine learning solutions. ## Responsibilities - Develop and implement traditional machine learning models for various data analysis tasks such as regression analysis, anomaly detection, and recommendation systems. - Conduct feature engineering and time series forecasting to prepare datasets for analysis and model training. - Optimize machine learning algorithms through hyperparameter tuning and cross-validation techniques. - Deploy machine learning models using platforms such as Azure Data Lake and Azure Databricks, ensuring efficient performance in a production environment. - Perform exploratory data analysis to uncover insights and patterns, and communicate findings effectively to stakeholders. - Collaborate with cross-functional teams to identify data needs and support ongoing analysis-related tasks. ## Qualifications - Bachelor's or Master's degree in Computer Science, Data Science, Statistics, or a related field. - 1+ years of relevant experience in data science or analytics roles. - Proficiency in programming languages such as Python and PySpark. - Hands-on experience with machine learning libraries like Scikit-learn, XGBoost, and frameworks for deep learning such as TensorFlow or PyTorch. - Strong knowledge of statistical modeling techniques, including linear regression, logistic regression, and clustering methods. - Familiarity with MLOps practices for model deployment and management. - Experience working with cloud services, particularly Azure Data Factory and Azure SQL. ## Preferred Skills - Knowledge of reinforcement learning techniques. - Experience with telematics data analytics. - Familiarity with Azure Databricks for big data analytics. - Understanding of ROC curve analysis and evaluation metrics such as F1-Score. ## Experience - Minimum of 1 year of experience in data analysis, machine learning, or a related field. ## Environment Details regarding the typical work setting or location are not specified. ## Salary Not specified. ## Growth Opportunities Not specified. ## Benefits Not specified.