Business Intelligence and Data Analyst

Competency-based
ONET: 15-1141.00

2

Years

41

Skills

400h

Related instructions
Classroom instruction topics
  • Data Science Immersive - Modeling for Prediction
  • Data Science Immersive - Scaling Analytics and Model Development
  • Data Science Immersive - Modeling for Inference and Insights
On-the-job training
  • Installs and configures database management systems and server software for database usage
    • Develops code using modern programming languages that connect DBS and API
    • Designs data distribution and data availability and backup procedures
    • Produces entity relationship and dataflow mapping, database normalization schemata and data table models
    • Plans and implement application and data provisioning
    • Applies basic security measures to configuring databases and servers including sanitization and counter-injection
    • Uses Data Definition Language and Data Manipulation Language as needed to establish and configure database and servers
    • Prioritizes work appropriately to meet deadlines, maintain focus, and solve complex tasks, seeking help as needed to address problems as they arise
    • Integrates measures to ensure privacy, confidentiality and data protection in adherence with state, federal and international rules and legislation and employers’ best practices
    • Monitors organizational policies and procedures ensuring adherence to federal, state and international legislative requirements in order to implement and manage change
    • Communicates updates and issues with team members and clients in a professional manner, often in clear and non- technical ways
  • Supports maintenance of database management systems and server software
    • Designs data distribution and disaster recovery solutions to capture information needed for storage and future troubleshooting
    • Implements back-up and recovery methodologies to enable restoration capability in the event of an interruption or disaster
    • Documents and disseminates interruption and disaster recovery procedures
    • Plans and implements application and data provisioning to appropriate users, exercising high levels of customer service and clear forms of communication, as needed
    • Researches and stay current on technology
  • Optimizes hardware and software performance
    • Optimizes database instances, partitions, and access for performance
    • Implements and confirms database replication
    • Tests system and documents process protocols and results
    • Implements framework for logging and error handling
  • Plans and coordinates data migration and conversion between in house and cloud service
    • Identifies and confirms software, hardware, or environmental prerequisites for database conversion and migration
    • Plans effective strategies for extraction, conversion and loading pipeline
    • Prepares and transports data between servers and storage devices
    • Ensures seamless migration and conversion with minimal disruption
    • Validates data accuracy and integrity of migrated and converted data
    • Verifies and documents conversion and migration results
    • Tests and designs user rights
    • Manages and supports legacy systems
    • Monitors and optimizes database usage
    • Ensures appropriate security standards during migration and conversation processes
  • Secures server and network
    • Assesses network security threats and vulnerabilities
    • Configures perimeter to secure network
    • Installs, configures, and tests network security
    • Reviews logs and audit reports to identify and record security incidents, intrusions, or attempts
    • Analyzes and monitors server security and implement countermeasures (like patches and fixes) to address existing and potential vulnerabilities and threats
    • Determines, implements, and monitors encryption
    • Develops and implements security and confidentiality protocols
    • Tests and verifies design performance and user permissions
  • Writes SQL statements and subqueries that use functions and selectively retrieve, sort, and calculate data, statistics, and values
    • Reads and comprehends query language SQL and/or NOSQL relational and document storage databases
    • Writes SQL statements that use functions and selectively retrieve and sort data and values
    • Writes and executes queries and subqueries
  • Responds to cyber intrusions and attacks and provides defensive strategies
    • Sets adequate user rights
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