
Senior Business Intelligence Analyst
20 hours ago
Global companies and organizations seek highly skilled data scientists to drive business growth through informed decision-making.
About the Position:The role involves leveraging data, analytics, and artificial intelligence technologies to extract insights, build predictive models, and develop AI-powered solutions. Utilizing exploratory data analysis, statistical modeling, and machine learning techniques to gain a deeper understanding of complex problems and develop effective solutions.
Key Responsibilities:- Developing business understanding and applying data preparation, modeling, evaluation, and deployment skills following CRISP-DM methodologies.
- Utilizing optimization methodologies including linear/integer/nonlinear programming and heuristics to find the best solution to business problems.
- Gathering business requirements, transforming them into technical plans, processing data, engineering features, testing hypotheses, and translating findings into actionable tasks.
- Identifying areas for improvement and suggesting pipeline enhancements to improve efficiency and effectiveness.
- Creating and enforcing standards to maintain high-quality work.
- A minimum of 5 years of professional experience in a relevant field, with at least 2 years of experience in data science or operations research.
- Proven experience in optimization methodologies, including the use of various optimization libraries.
- Strong Python coding skills, including object-oriented programming concepts and proficiency with machine learning libraries and basic SQL knowledge.
- Experience working with cloud technologies, preferably Microsoft Azure or Google Cloud Platform.
- Familiarity with theoretical concepts behind machine learning algorithms.
- Experience in delivering CRISP-DM projects and working in Agile environments, such as Scrum or Kanban.
- Ability to gather business requirements, transform them into technical plans, process data, engineer features, evaluate models, test hypotheses, and deploy models.
- Excellent communication and problem-solving skills, with the ability to apply independent research and provide recommendations for diverse scope issues.
- Knowledge of other programming languages, such as R or SQL.
- Experience working with Spark (PySpark).
- Background in data engineering, AI engineering, or business intelligence-related fields is a plus.
- Understanding and experience in applying data science/machine learning methods to supply chain management, manufacturing, transportation, warehousing, inventory, or sustainability.
- Strong statistical/mathematical background.
- Experience working in matrix organizational structures.
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