{
  "entityType": "role",
  "schemaVersion": "role.v1",
  "slug": "role-15-1211-00",
  "socCode": "15-1211.00",
  "title": "Computer Systems Analysts",
  "summary": "Analyze science, engineering, business, and other data processing problems to develop and implement solutions to complex applications problems, system administration issues, or network concerns. Perform systems management and integration functions, improve existing computer systems, and review computer system capabilities, workflow, and schedule limitations. May analyze or recommend commercially available software.",
  "aliases": [
    "Business Systems Analyst",
    "Computer Systems Analyst",
    "Programmer Analyst",
    "Systems Analyst",
    "Applications Analyst",
    "Computer Analyst",
    "Computer Systems Consultant",
    "IT Analyst (Information Technology Analyst)",
    "IT Systems Analyst (Information Technology Systems Analyst)",
    "Information Systems Analyst (ISA)",
    "Applications Systems Analyst",
    "Automatic Data Processing Planner (ADP Planner)"
  ],
  "tasks": [
    {
      "text": "Troubleshoot program and system malfunctions to restore normal functioning.",
      "type": "Core",
      "iwa": "4.A.3.b.1.d"
    },
    {
      "text": "Provide staff and users with assistance solving computer-related problems, such as malfunctions and program problems.",
      "type": "Core",
      "iwa": "4.A.4.b.6.d"
    },
    {
      "text": "Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.",
      "type": "Core",
      "iwa": "4.A.1.a.2.j"
    },
    {
      "text": "Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.",
      "type": "Core",
      "iwa": "4.A.2.b.2.b"
    },
    {
      "text": "Coordinate and link the computer systems within an organization to increase compatibility so that information can be shared.",
      "type": "Core",
      "iwa": "4.A.3.b.1.c"
    },
    {
      "text": "Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.",
      "type": "Core",
      "iwa": "4.A.3.b.1.a"
    },
    {
      "text": "Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.",
      "type": "Core",
      "iwa": "4.A.2.a.4.e"
    },
    {
      "text": "Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.",
      "type": "Supplemental",
      "iwa": "4.A.2.a.4.g"
    },
    {
      "text": "Consult with management to ensure agreement on system principles.",
      "type": "Core",
      "iwa": "4.A.4.a.2.h"
    },
    {
      "text": "Specify inputs accessed by the system and plan the distribution and use of the results.",
      "type": "Core",
      "iwa": "4.A.2.b.1.j"
    },
    {
      "text": "Expand or modify system to serve new purposes or improve work flow.",
      "type": "Core",
      "iwa": "4.A.2.b.2.b"
    },
    {
      "text": "Interview or survey workers, observe job performance, or perform the job to determine what information is processed and how it is processed.",
      "type": "Supplemental",
      "iwa": "4.A.1.a.1.n"
    }
  ],
  "emergingTasks": [
    {
      "text": "Write code to perform desired actions."
    }
  ],
  "activities": [
    {
      "name": "Troubleshoot issues with computer applications or systems.",
      "iwa": "4.A.3.b.1.d"
    },
    {
      "name": "Provide technical support for software maintenance or use.",
      "iwa": "4.A.4.b.6.d"
    },
    {
      "name": "Monitor computer system performance to ensure proper operation.",
      "iwa": "4.A.1.a.2.j"
    },
    {
      "name": "Test software performance.",
      "iwa": "4.A.1.b.2.h"
    },
    {
      "name": "Coordinate software or hardware installation.",
      "iwa": "4.A.4.b.4.e"
    },
    {
      "name": "Write computer programming code.",
      "iwa": "4.A.3.b.1.a"
    },
    {
      "name": "Collaborate with others to determine design specifications or details.",
      "iwa": "4.A.4.a.2.h"
    },
    {
      "name": "Configure computer networks.",
      "iwa": "4.A.3.b.1.c"
    },
    {
      "name": "Modify software programs to improve performance.",
      "iwa": "4.A.2.b.2.b"
    },
    {
      "name": "Collect data about customer needs.",
      "iwa": "4.A.1.a.1.n"
    },
    {
      "name": "Identify information technology project resource requirements.",
      "iwa": "4.A.2.b.1.h"
    },
    {
      "name": "Train others in computer interface or software use.",
      "iwa": "4.A.4.b.3.e"
    },
    {
      "name": "Analyze project data to determine specifications or requirements.",
      "iwa": "4.A.2.a.4.e"
    },
    {
      "name": "Design integrated computer systems.",
      "iwa": "4.A.2.b.2.b"
    },
    {
      "name": "Evaluate utility of software or hardware technologies.",
      "iwa": "4.A.2.a.1.g"
    },
    {
      "name": "Develop diagrams or flow charts of system operation.",
      "iwa": "4.A.2.b.2.o"
    },
    {
      "name": "Develop testing routines or procedures.",
      "iwa": "4.A.3.b.2.f"
    },
    {
      "name": "Document design or development procedures.",
      "iwa": "4.A.3.b.6.i"
    },
    {
      "name": "Analyze data to identify or resolve operational problems.",
      "iwa": "4.A.2.a.4.g"
    },
    {
      "name": "Provide recommendations to others about computer hardware.",
      "iwa": "4.A.4.b.6.d"
    },
    {
      "name": "Read documents to gather technical information.",
      "iwa": "4.A.1.a.1.b"
    },
    {
      "name": "Supervise information technology personnel.",
      "iwa": "4.A.4.b.4.a"
    },
    {
      "name": "Manage information technology projects or system activities.",
      "iwa": "4.A.4.b.4.e"
    },
    {
      "name": "Apply information technology to solve business or other applied problems.",
      "iwa": "4.A.2.b.2.b"
    },
    {
      "name": "Estimate time or monetary resources needed to complete projects.",
      "iwa": "4.A.1.b.3.b"
    },
    {
      "name": "Select production input materials.",
      "iwa": "4.A.2.b.1.j"
    }
  ],
  "capabilities": [
    {
      "name": "Computers and Electronics",
      "family": "knowledge",
      "value": 4.63
    },
    {
      "name": "Deductive Reasoning",
      "family": "ability",
      "value": 4.12
    },
    {
      "name": "Speaking",
      "family": "essential_skill",
      "value": 4
    },
    {
      "name": "Oral Comprehension",
      "family": "ability",
      "value": 4
    },
    {
      "name": "Written Comprehension",
      "family": "ability",
      "value": 4
    },
    {
      "name": "Oral Expression",
      "family": "ability",
      "value": 4
    },
    {
      "name": "Information Ordering",
      "family": "ability",
      "value": 4
    },
    {
      "name": "Reading Comprehension",
      "family": "essential_skill",
      "value": 3.88
    },
    {
      "name": "Problem Sensitivity",
      "family": "ability",
      "value": 3.88
    },
    {
      "name": "Inductive Reasoning",
      "family": "ability",
      "value": 3.88
    },
    {
      "name": "Near Vision",
      "family": "ability",
      "value": 3.88
    },
    {
      "name": "Active Listening",
      "family": "essential_skill",
      "value": 3.75
    },
    {
      "name": "Critical Thinking",
      "family": "essential_skill",
      "value": 3.75
    },
    {
      "name": "Systems Analysis",
      "family": "transferable_skill",
      "value": 3.75
    },
    {
      "name": "Systems Evaluation",
      "family": "transferable_skill",
      "value": 3.75
    },
    {
      "name": "Customer and Personal Service",
      "family": "knowledge",
      "value": 3.7
    },
    {
      "name": "Active Learning",
      "family": "essential_skill",
      "value": 3.62
    },
    {
      "name": "Judgment and Decision Making",
      "family": "transferable_skill",
      "value": 3.62
    },
    {
      "name": "Speech Recognition",
      "family": "ability",
      "value": 3.62
    },
    {
      "name": "Fluency of Ideas",
      "family": "ability",
      "value": 3.5
    },
    {
      "name": "Speech Clarity",
      "family": "ability",
      "value": 3.5
    },
    {
      "name": "English Language",
      "family": "knowledge",
      "value": 3.48
    },
    {
      "name": "Writing",
      "family": "essential_skill",
      "value": 3.38
    },
    {
      "name": "Monitoring",
      "family": "essential_skill",
      "value": 3.38
    },
    {
      "name": "Complex Problem Solving",
      "family": "transferable_skill",
      "value": 3.38
    },
    {
      "name": "Written Expression",
      "family": "ability",
      "value": 3.38
    },
    {
      "name": "Programming",
      "family": "transferable_skill",
      "value": 3.25
    },
    {
      "name": "Mathematics",
      "family": "knowledge",
      "value": 3.25
    },
    {
      "name": "Category Flexibility",
      "family": "ability",
      "value": 3.25
    },
    {
      "name": "Administration and Management",
      "family": "knowledge",
      "value": 3.2
    },
    {
      "name": "Learning Strategies",
      "family": "essential_skill",
      "value": 3.12
    },
    {
      "name": "Social Perceptiveness",
      "family": "transferable_skill",
      "value": 3.12
    },
    {
      "name": "Coordination",
      "family": "transferable_skill",
      "value": 3.12
    },
    {
      "name": "Troubleshooting",
      "family": "transferable_skill",
      "value": 3.12
    },
    {
      "name": "Time Management",
      "family": "transferable_skill",
      "value": 3.12
    },
    {
      "name": "Flexibility of Closure",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Visualization",
      "family": "ability",
      "value": 3.12
    },
    {
      "name": "Mathematics",
      "family": "essential_skill",
      "value": 3
    },
    {
      "name": "Service Orientation",
      "family": "transferable_skill",
      "value": 3
    },
    {
      "name": "Operations Analysis",
      "family": "transferable_skill",
      "value": 3
    }
  ],
  "skills": [
    {
      "name": "Deductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Information Ordering",
      "type": "Specialized Skill"
    },
    {
      "name": "Reading Comprehension",
      "type": "Common Skill"
    },
    {
      "name": "Inductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Systems Analysis",
      "type": "Specialized Skill"
    },
    {
      "name": "Critical Thinking",
      "type": "Common Skill"
    },
    {
      "name": "Active Listening",
      "type": "Common Skill"
    },
    {
      "name": "Speech Recognition",
      "type": "Specialized Skill"
    },
    {
      "name": "Active Learning",
      "type": "Common Skill"
    },
    {
      "name": "ServiceNow",
      "type": "Specialized Skill"
    },
    {
      "name": "Microsoft SharePoint",
      "type": "Specialized Skill"
    },
    {
      "name": "Microsoft PowerPoint",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Excel",
      "type": "Common Skill"
    },
    {
      "name": "English Language",
      "type": "Common Skill"
    },
    {
      "name": "Writing",
      "type": "Common Skill"
    },
    {
      "name": "Complex Problem Solving",
      "type": "Common Skill"
    },
    {
      "name": "Mathematics",
      "type": "Common Skill"
    },
    {
      "name": "Visualization",
      "type": "Specialized Skill"
    },
    {
      "name": "Time Management",
      "type": "Common Skill"
    },
    {
      "name": "Social Perceptiveness",
      "type": "Common Skill"
    },
    {
      "name": "Learning Strategies",
      "type": "Specialized Skill"
    },
    {
      "name": "Unix Shell",
      "type": "Specialized Skill"
    },
    {
      "name": "Unix",
      "type": "Specialized Skill"
    },
    {
      "name": "Transact-SQL",
      "type": "Specialized Skill"
    },
    {
      "name": "Spring Framework",
      "type": "Specialized Skill"
    },
    {
      "name": "Spring Boot",
      "type": "Specialized Skill"
    },
    {
      "name": "Shell Script",
      "type": "Specialized Skill"
    },
    {
      "name": "SAP ERP",
      "type": "Specialized Skill"
    },
    {
      "name": "Red Hat Enterprise Linux",
      "type": "Specialized Skill"
    },
    {
      "name": "PostgreSQL",
      "type": "Specialized Skill"
    },
    {
      "name": "Oracle SQL Developer",
      "type": "Specialized Skill"
    },
    {
      "name": "Node.js",
      "type": "Specialized Skill"
    },
    {
      "name": "NoSQL",
      "type": "Specialized Skill"
    },
    {
      "name": "MySQL",
      "type": "Specialized Skill"
    },
    {
      "name": "MongoDB",
      "type": "Specialized Skill"
    },
    {
      "name": "Microsoft Word",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Windows",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Visual Studio",
      "type": "Specialized Skill"
    },
    {
      "name": "Microsoft Visio",
      "type": "Specialized Skill"
    },
    {
      "name": "Microsoft Teams",
      "type": "Specialized Skill"
    }
  ],
  "tools": [
    {
      "example": "Atlassian JIRA",
      "category": "Content workflow software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Microsoft Excel",
      "category": "Spreadsheet software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Microsoft Office software",
      "category": "Office suite software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Microsoft Power BI",
      "category": "Business intelligence and data analysis software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Microsoft PowerPoint",
      "category": "Presentation software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Microsoft SharePoint",
      "category": "Document management software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Python",
      "category": "Object or component oriented development software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "SAP software",
      "category": "Enterprise resource planning ERP software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "ServiceNow",
      "category": "Data base user interface and query software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Structured query language SQL",
      "category": "Data base user interface and query software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Adobe Acrobat",
      "category": "Document management software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Adobe Illustrator",
      "category": "Graphics or photo imaging software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Adobe Photoshop",
      "category": "Graphics or photo imaging software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "AJAX",
      "category": "Web platform development software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Amazon DynamoDB",
      "category": "Data base management system software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Amazon Elastic Compute Cloud EC2",
      "category": "Data base user interface and query software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Amazon Redshift",
      "category": "Data base user interface and query software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Amazon Web Services AWS CloudFormation",
      "category": "Cloud-based management software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Amazon Web Services AWS software",
      "category": "Data base user interface and query software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Ansible software",
      "category": "Expert system software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Apache Cassandra",
      "category": "Data base management system software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Apache Hadoop",
      "category": "Data base management system software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Apache Hive",
      "category": "Data base management system software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Apache Kafka",
      "category": "Development environment software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Apache Maven",
      "category": "Development environment software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Apache Spark",
      "category": "Business intelligence and data analysis software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Apache Subversion SVN",
      "category": "File versioning software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Apache Tomcat",
      "category": "Web platform development software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Apple macOS",
      "category": "Operating system software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Atlassian Confluence",
      "category": "Project management software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Bash",
      "category": "Operating system software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "C",
      "category": "Development environment software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "C#",
      "category": "Object or component oriented development software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "C++",
      "category": "Object or component oriented development software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Cascading style sheets CSS",
      "category": "Web platform development software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Chef",
      "category": "Configuration management software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Cisco Webex",
      "category": "Video conferencing software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Django",
      "category": "Web platform development software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Docker",
      "category": "Application server software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Eclipse IDE",
      "category": "Development environment software",
      "hot": true,
      "inDemand": false
    }
  ],
  "workContext": [
    {
      "name": "E-Mail",
      "value": 5
    },
    {
      "name": "Telephone Conversations",
      "value": 4.79
    },
    {
      "name": "Indoors, Environmentally Controlled",
      "value": 4.77
    },
    {
      "name": "Determine Tasks, Priorities and Goals",
      "value": 4.54
    },
    {
      "name": "Importance of Being Exact or Accurate",
      "value": 4.52
    },
    {
      "name": "Contact With Others",
      "value": 4.49
    },
    {
      "name": "Work With or Contribute to a Work Group or Team",
      "value": 4.35
    },
    {
      "name": "Face-to-Face Discussions with Individuals and Within Teams",
      "value": 4.21
    },
    {
      "name": "Freedom to Make Decisions",
      "value": 4.2
    },
    {
      "name": "Spend Time Sitting",
      "value": 4.18
    },
    {
      "name": "Time Pressure",
      "value": 4.17
    },
    {
      "name": "Importance of Repeating Same Tasks",
      "value": 4.03
    },
    {
      "name": "Work Outcomes and Results of Other Workers",
      "value": 3.85
    },
    {
      "name": "Impact of Decisions on Co-workers or Company Results",
      "value": 3.64
    },
    {
      "name": "Spend Time Making Repetitive Motions",
      "value": 3.6
    },
    {
      "name": "Coordinate or Lead Others in Accomplishing Work Activities",
      "value": 3.55
    },
    {
      "name": "Frequency of Decision Making",
      "value": 3.44
    },
    {
      "name": "Level of Competition",
      "value": 3.41
    },
    {
      "name": "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls",
      "value": 3.27
    },
    {
      "name": "Written Letters and Memos",
      "value": 3.19
    },
    {
      "name": "Consequence of Error",
      "value": 2.99
    },
    {
      "name": "Physical Proximity",
      "value": 2.97
    },
    {
      "name": "Deal With External Customers or the Public in General",
      "value": 2.84
    },
    {
      "name": "Degree of Automation",
      "value": 2.71
    },
    {
      "name": "Dealing With Unpleasant, Angry, or Discourteous People",
      "value": 2.42
    },
    {
      "name": "Spend Time Standing",
      "value": 2.38
    },
    {
      "name": "Conflict Situations",
      "value": 2.36
    },
    {
      "name": "Public Speaking",
      "value": 2.32
    },
    {
      "name": "Spend Time Walking or Running",
      "value": 2.21
    },
    {
      "name": "Health and Safety of Other Workers",
      "value": 2.12
    },
    {
      "name": "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable",
      "value": 1.75
    },
    {
      "name": "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets",
      "value": 1.55
    },
    {
      "name": "Exposed to Cramped Work Space, Awkward Positions",
      "value": 1.45
    },
    {
      "name": "In an Enclosed Vehicle or Operate Enclosed Equipment",
      "value": 1.44
    },
    {
      "name": "Spend Time Bending or Twisting Your Body",
      "value": 1.38
    },
    {
      "name": "Spend Time Kneeling, Crouching, Stooping, or Crawling",
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        "source": "microsoft_working_with_ai",
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