Senior Data Governance Specialist
4 hours ago
Job Description:
We are seeking a highly skilled Senior Data Governance Specialist to join our team at Ingredion Incorporated (Corporate). This role will play a crucial part in designing, developing, and maintaining data models to support efficient data management and analytics within the organization.
Key Responsibilities:
- Understand business requirements and translate them into data requirements.
- Analyze existing data structures and determine gaps, if any, to meet new requirements across all ongoing initiatives.
- Actively participate in all ongoing initiatives related to the data and analytics ecosystem, including capital projects, operational projects, and proof of concept work.
- Profile source data by retrieving and gathering raw data from various internal and external source systems, to identify trends, patterns, and quality issues.
- Design, optimize, and maintain conceptual, logical, and physical data models to support efficient data management and analytics within the organization.
- Collaborate with data architect, data engineers, report developers, AI/ML engineers, and business stakeholders/executives.
- Map out data personas and consumer profiles to ensure a better understanding of customer needs.
Data Modeling Responsibilities:
- Design, create, and implement logical and physical data models for both IT and business solutions to capture the structure, relationships, and constraints of relevant datasets.
- Build and operationalize complex data solutions, correct problems, apply transformations, and recommend data cleansing/quality solutions.
- Effectively collaborate and communicate with various stakeholders to understand data and business requirements and translate them into data models.
- Create entity-relationship diagrams (ERDs), data flow diagrams, and other visualization tools to represent data models.
- Collaborate with database administrators and software engineers to implement and maintain data models in databases, data warehouses, and data lakes.
- Develop data modeling best practices and use these standards to identify and resolve data modeling issues and conflicts.
- Conduct performance tuning and optimization of data models for efficient data access and retrieval.
- Incorporate core data management competencies, including data governance, data security, and data quality.
Data Analysis Responsibilities:
- Interprets results using a variety of techniques, ranging from simple data aggregation to more complex statistical analysis.
- Completes the gathering and cleaning processes for data from various sources, ensuring data integrity and quality.
- Uses statistical methods and techniques to identify patterns, trends, correlations, and anomalies, and extract meaningful insights.
- Develops and maintains dashboards, reports, and visualizations to communicate data findings effectively.
- Identifies KPIs and develops metrics to track and measure business performance.
- Collaborates with data engineers and IT professionals to optimize data collection, storage, and retrieval processes.
- Monitors data quality to identify data issues and propose data cleansing or enhancement solutions.
- Stays updated with industry trends and best practices in data analysis, visualization, and reporting.
Requirements:
- Bachelor's degree in computer science, mathematics, or related field.
- 7+ years of experience in data gathering, profiling, data modeling, and data analysis.
- Expert knowledge of data modeling concepts, methodologies, and best practices.
- Proficiency in data modeling tools.
- Familiarity with dimensional modeling and data warehousing concepts.
- Expert level of proficiency in designing SQL queries and Python scripts.
- Hands-on relational, dimensional, and analytical project experience using RDBMS, NoSQL data platform technologies, and ETL.
- Robust experience with databases like SAP, Oracle, SQL Server, etc., and Big Data/Cloud platforms like Microsoft Azure, Google Big Query, Databricks, AWS, Cloudera, etc.
- Experience with unstructured, semi-structured, and structured data.
- Experience with Business Intelligence/Data visualization and Reporting tools such as Power BI.
- Expert knowledge of statistical analysis techniques and concepts for both descriptive and inferential statistics.
- Knowledge of data visualization best practices to effectively communicate insights.
- Proficient with desktop tools (PowerPoint, Word, Excel, etc.).
- Ability to work independently and as part of a team to successfully execute projects.
- Ability to multitask and meet aggressive deadlines efficiently and effectively.
- Excellent communication, presentation, and interpersonal skills.
- Certification in Data modeling or related fields is a plus.
Estimated Salary: $110,000 - $140,000 per year.
Relocation Available: Yes.
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