Interactive Demo

{
   "activity": [
      {
         "activity_type": "gwa",
         "id": "4.A.3.b.1",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.3.b.1",
         "title": "Working with Computers",
         "description": "Using computers and computer systems (including hardware and software) to program, write software, set up functions, enter data, or process information.",
         "importance": 99,
         "related_activity": [
            {
               "activity_type": "iwa",
               "id": "4.A.3.b.1.I01",
               "title": "Program computer systems or production equipment.",
               "related_activity": [
                  {
                     "activity_type": "dwa",
                     "id": "4.A.3.b.1.I01.D03",
                     "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/detailed_work_activities/4.A.3.b.1.I01.D03",
                     "title": "Write computer programming code.",
                     "related_activity": [
                        {
                           "activity_type": "task",
                           "id": "16120",
                           "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/tasks/16120",
                           "title": "Write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies."
                        },
                        {
                           "activity_type": "task",
                           "id": "16123",
                           "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/tasks/16123",
                           "title": "Perform system analysis, data analysis or programming, using a variety of computer languages and procedures."
                        }
                     ]
                  }
               ]
            },
            {
               "activity_type": "iwa",
               "id": "4.A.3.b.1.I04",
               "title": "Resolve computer problems.",
               "related_activity": [
                  {
                     "activity_type": "dwa",
                     "id": "4.A.3.b.1.I04.D02",
                     "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/detailed_work_activities/4.A.3.b.1.I04.D02",
                     "title": "Troubleshoot issues with computer applications or systems.",
                     "related_activity": [
                        {
                           "activity_type": "task",
                           "id": "16118",
                           "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/tasks/16118",
                           "title": "Provide or coordinate troubleshooting support for data warehouses."
                        }
                     ]
                  }
               ]
            }
         ]
      },
      {
         "activity_type": "gwa",
         "id": "4.A.2.a.4",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.2.a.4",
         "title": "Analyzing Data or Information",
         "description": "Identifying the underlying principles, reasons, or facts of information by breaking down information or data into separate parts.",
         "importance": 89,
         "related_activity": [
            {
               "activity_type": "iwa",
               "id": "4.A.2.a.4.I04",
               "title": "Analyze scientific or applied data using mathematical principles.",
               "related_activity": [
                  {
                     "activity_type": "dwa",
                     "id": "4.A.2.a.4.I04.D02",
                     "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/detailed_work_activities/4.A.2.a.4.I04.D02",
                     "title": "Analyze data to identify trends or relationships among variables.",
                     "related_activity": [
                        {
                           "activity_type": "task",
                           "id": "16123",
                           "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/tasks/16123",
                           "title": "Perform system analysis, data analysis or programming, using a variety of computer languages and procedures."
                        }
                     ]
                  }
               ]
            }
         ]
      },
      {
         "activity_type": "gwa",
         "id": "4.A.2.a.2",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.2.a.2",
         "title": "Processing Information",
         "description": "Compiling, coding, categorizing, calculating, tabulating, auditing, or verifying information or data.",
         "importance": 87,
         "related_activity": [
            {
               "activity_type": "iwa",
               "id": "4.A.2.a.2.I01",
               "title": "Evaluate the quality or accuracy of data.",
               "related_activity": [
                  {
                     "activity_type": "dwa",
                     "id": "4.A.2.a.2.I01.D06",
                     "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/detailed_work_activities/4.A.2.a.2.I01.D06",
                     "title": "Evaluate data quality.",
                     "related_activity": [
                        {
                           "activity_type": "task",
                           "id": "16121",
                           "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/tasks/16121",
                           "title": "Verify the structure, accuracy, or quality of warehouse data."
                        }
                     ]
                  }
               ]
            }
         ]
      },
      {
         "activity_type": "gwa",
         "id": "4.A.1.a.1",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.1.a.1",
         "title": "Getting Information",
         "description": "Observing, receiving, and otherwise obtaining information from all relevant sources.",
         "importance": 86
      },
      {
         "activity_type": "gwa",
         "id": "4.A.2.b.3",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.2.b.3",
         "title": "Updating and Using Relevant Knowledge",
         "description": "Keeping up-to-date technically and applying new knowledge to your job.",
         "importance": 81
      },
      {
         "activity_type": "gwa",
         "id": "4.A.1.b.1",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.1.b.1",
         "title": "Identifying Objects, Actions, and Events",
         "description": "Identifying information by categorizing, estimating, recognizing differences or similarities, and detecting changes in circumstances or events.",
         "importance": 76
      },
      {
         "activity_type": "gwa",
         "id": "4.A.2.b.1",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.2.b.1",
         "title": "Making Decisions and Solving Problems",
         "description": "Analyzing information and evaluating results to choose the best solution and solve problems.",
         "importance": 74,
         "related_activity": [
            {
               "activity_type": "iwa",
               "id": "4.A.2.b.1.I09",
               "title": "Implement procedures or processes.",
               "related_activity": [
                  {
                     "activity_type": "dwa",
                     "id": "4.A.2.b.1.I09.D03",
                     "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/detailed_work_activities/4.A.2.b.1.I09.D03",
                     "title": "Apply new technologies to improve work processes.",
                     "related_activity": [
                        {
                           "activity_type": "task",
                           "id": "16125",
                           "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/tasks/16125",
                           "title": "Implement business rules via stored procedures, middleware, or other technologies."
                        }
                     ]
                  }
               ]
            }
         ]
      },
      {
         "activity_type": "gwa",
         "id": "4.A.2.b.2",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.2.b.2",
         "title": "Thinking Creatively",
         "description": "Developing, designing, or creating new applications, ideas, relationships, systems, or products, including artistic contributions.",
         "importance": 74,
         "related_activity": [
            {
               "activity_type": "iwa",
               "id": "4.A.2.b.2.I18",
               "title": "Create visual designs or displays.",
               "related_activity": [
                  {
                     "activity_type": "dwa",
                     "id": "4.A.2.b.2.I18.D13",
                     "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/detailed_work_activities/4.A.2.b.2.I18.D13",
                     "title": "Develop diagrams or flow charts of system operation.",
                     "related_activity": [
                        {
                           "activity_type": "task",
                           "id": "16124",
                           "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/tasks/16124",
                           "title": "Map data between source systems, data warehouses, and data marts."
                        },
                        {
                           "activity_type": "task",
                           "id": "16129",
                           "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/tasks/16129",
                           "title": "Create supporting documentation, such as metadata and diagrams of entity relationships, business processes, and process flow."
                        }
                     ]
                  }
               ]
            },
            {
               "activity_type": "iwa",
               "id": "4.A.2.b.2.I02",
               "title": "Design computer or information systems or applications.",
               "related_activity": [
                  {
                     "activity_type": "dwa",
                     "id": "4.A.2.b.2.I02.D10",
                     "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/detailed_work_activities/4.A.2.b.2.I02.D10",
                     "title": "Design software applications.",
                     "related_activity": [
                        {
                           "activity_type": "task",
                           "id": "16120",
                           "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/tasks/16120",
                           "title": "Write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies."
                        },
                        {
                           "activity_type": "task",
                           "id": "16123",
                           "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/tasks/16123",
                           "title": "Perform system analysis, data analysis or programming, using a variety of computer languages and procedures."
                        }
                     ]
                  },
                  {
                     "activity_type": "dwa",
                     "id": "4.A.2.b.2.I02.D07",
                     "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/detailed_work_activities/4.A.2.b.2.I02.D07",
                     "title": "Modify software programs to improve performance.",
                     "related_activity": [
                        {
                           "activity_type": "task",
                           "id": "16120",
                           "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/tasks/16120",
                           "title": "Write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies."
                        }
                     ]
                  },
                  {
                     "activity_type": "dwa",
                     "id": "4.A.2.b.2.I02.D12",
                     "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/detailed_work_activities/4.A.2.b.2.I02.D12",
                     "title": "Apply information technology to solve business or other applied problems.",
                     "related_activity": [
                        {
                           "activity_type": "task",
                           "id": "16125",
                           "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/tasks/16125",
                           "title": "Implement business rules via stored procedures, middleware, or other technologies."
                        }
                     ]
                  }
               ]
            },
            {
               "activity_type": "iwa",
               "id": "4.A.2.b.2.I06",
               "title": "Design databases.",
               "related_activity": [
                  {
                     "activity_type": "dwa",
                     "id": "4.A.2.b.2.I06.D04",
                     "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/detailed_work_activities/4.A.2.b.2.I06.D04",
                     "title": "Create databases to store electronic data.",
                     "related_activity": [
                        {
                           "activity_type": "task",
                           "id": "16128",
                           "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/tasks/16128",
                           "title": "Design and implement warehouse database structures."
                        }
                     ]
                  }
               ]
            },
            {
               "activity_type": "iwa",
               "id": "4.A.2.b.2.I21",
               "title": "Develop models of systems, processes, or products.",
               "related_activity": [
                  {
                     "activity_type": "dwa",
                     "id": "4.A.2.b.2.I21.D02",
                     "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/detailed_work_activities/4.A.2.b.2.I21.D02",
                     "title": "Develop models of information or communications systems.",
                     "related_activity": [
                        {
                           "activity_type": "task",
                           "id": "16132",
                           "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/tasks/16132",
                           "title": "Develop data warehouse process models, including sourcing, loading, transformation, and extraction."
                        },
                        {
                           "activity_type": "task",
                           "id": "16131",
                           "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/tasks/16131",
                           "title": "Create or implement metadata processes and frameworks."
                        }
                     ]
                  }
               ]
            },
            {
               "activity_type": "iwa",
               "id": "4.A.2.b.2.I07",
               "title": "Develop technical specifications for products or operations.",
               "related_activity": [
                  {
                     "activity_type": "dwa",
                     "id": "4.A.2.b.2.I07.D07",
                     "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/detailed_work_activities/4.A.2.b.2.I07.D07",
                     "title": "Develop performance metrics or standards related to information technology.",
                     "related_activity": [
                        {
                           "activity_type": "task",
                           "id": "16122",
                           "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/tasks/16122",
                           "title": "Select methods, techniques, or criteria for data warehousing evaluative procedures."
                        }
                     ]
                  }
               ]
            }
         ]
      },
      {
         "activity_type": "gwa",
         "id": "4.A.4.a.2",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.4.a.2",
         "title": "Communicating with Supervisors, Peers, or Subordinates",
         "description": "Providing information to supervisors, co-workers, and subordinates by telephone, in written form, e-mail, or in person.",
         "importance": 73
      },
      {
         "activity_type": "gwa",
         "id": "4.A.4.a.1",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.4.a.1",
         "title": "Interpreting the Meaning of Information for Others",
         "description": "Translating or explaining what information means and how it can be used.",
         "importance": 69
      },
      {
         "activity_type": "gwa",
         "id": "4.A.2.b.6",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.2.b.6",
         "title": "Organizing, Planning, and Prioritizing Work",
         "description": "Developing specific goals and plans to prioritize, organize, and accomplish your work.",
         "importance": 68
      },
      {
         "activity_type": "gwa",
         "id": "4.A.4.a.4",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.4.a.4",
         "title": "Establishing and Maintaining Interpersonal Relationships",
         "description": "Developing constructive and cooperative working relationships with others, and maintaining them over time.",
         "importance": 63
      },
      {
         "activity_type": "gwa",
         "id": "4.A.4.b.6",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.4.b.6",
         "title": "Providing Consultation and Advice to Others",
         "description": "Providing guidance and expert advice to management or other groups on technical, systems-, or process-related topics.",
         "importance": 61
      },
      {
         "activity_type": "gwa",
         "id": "4.A.2.a.3",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.2.a.3",
         "title": "Evaluating Information to Determine Compliance with Standards",
         "description": "Using relevant information and individual judgment to determine whether events or processes comply with laws, regulations, or standards.",
         "importance": 59
      },
      {
         "activity_type": "gwa",
         "id": "4.A.2.b.4",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.2.b.4",
         "title": "Developing Objectives and Strategies",
         "description": "Establishing long-range objectives and specifying the strategies and actions to achieve them.",
         "importance": 57,
         "related_activity": [
            {
               "activity_type": "iwa",
               "id": "4.A.2.b.4.I03",
               "title": "Develop operational or technical procedures or standards.",
               "related_activity": [
                  {
                     "activity_type": "dwa",
                     "id": "4.A.2.b.4.I03.D01",
                     "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/detailed_work_activities/4.A.2.b.4.I03.D01",
                     "title": "Develop procedures for data management.",
                     "related_activity": [
                        {
                           "activity_type": "task",
                           "id": "16126",
                           "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/tasks/16126",
                           "title": "Develop and implement data extraction procedures from other systems, such as administration, billing, or claims."
                        },
                        {
                           "activity_type": "task",
                           "id": "16127",
                           "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/tasks/16127",
                           "title": "Develop or maintain standards, such as organization, structure, or nomenclature, for the design of data warehouse elements, such as data architectures, models, tools, and databases."
                        },
                        {
                           "activity_type": "task",
                           "id": "16133",
                           "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/tasks/16133",
                           "title": "Design, implement, or operate comprehensive data warehouse systems to balance optimization of data access with batch loading and resource utilization factors, according to customer requirements."
                        }
                     ]
                  },
                  {
                     "activity_type": "dwa",
                     "id": "4.A.2.b.4.I03.D15",
                     "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/detailed_work_activities/4.A.2.b.4.I03.D15",
                     "title": "Develop testing routines or procedures.",
                     "related_activity": [
                        {
                           "activity_type": "task",
                           "id": "16130",
                           "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/tasks/16130",
                           "title": "Create plans, test files, and scripts for data warehouse testing, ranging from unit to integration testing."
                        }
                     ]
                  }
               ]
            }
         ]
      },
      {
         "activity_type": "gwa",
         "id": "4.A.4.b.2",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.4.b.2",
         "title": "Developing and Building Teams",
         "description": "Encouraging and building mutual trust, respect, and cooperation among team members.",
         "importance": 53
      },
      {
         "activity_type": "gwa",
         "id": "4.A.3.b.6",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.3.b.6",
         "title": "Documenting/Recording Information",
         "description": "Entering, transcribing, recording, storing, or maintaining information in written or electronic/magnetic form.",
         "importance": 50,
         "related_activity": [
            {
               "activity_type": "iwa",
               "id": "4.A.3.b.6.I08",
               "title": "Maintain operational records.",
               "related_activity": [
                  {
                     "activity_type": "dwa",
                     "id": "4.A.3.b.6.I08.D02",
                     "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/detailed_work_activities/4.A.3.b.6.I08.D02",
                     "title": "Document operational procedures.",
                     "related_activity": [
                        {
                           "activity_type": "task",
                           "id": "16129",
                           "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/tasks/16129",
                           "title": "Create supporting documentation, such as metadata and diagrams of entity relationships, business processes, and process flow."
                        },
                        {
                           "activity_type": "task",
                           "id": "16119",
                           "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/tasks/16119",
                           "title": "Prepare functional or technical documentation for data warehouses."
                        }
                     ]
                  }
               ]
            }
         ]
      },
      {
         "activity_type": "gwa",
         "id": "4.A.2.b.5",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.2.b.5",
         "title": "Scheduling Work and Activities",
         "description": "Scheduling events, programs, and activities, as well as the work of others.",
         "importance": 50
      },
      {
         "activity_type": "gwa",
         "id": "4.A.4.b.3",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.4.b.3",
         "title": "Training and Teaching Others",
         "description": "Identifying the educational needs of others, developing formal educational or training programs or classes, and teaching or instructing others.",
         "importance": 49
      },
      {
         "activity_type": "gwa",
         "id": "4.A.1.b.3",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.1.b.3",
         "title": "Estimating the Quantifiable Characteristics of Products, Events, or Information",
         "description": "Estimating sizes, distances, and quantities; or determining time, costs, resources, or materials needed to perform a work activity.",
         "importance": 48
      },
      {
         "activity_type": "gwa",
         "id": "4.A.1.a.2",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.1.a.2",
         "title": "Monitoring Processes, Materials, or Surroundings",
         "description": "Monitoring and reviewing information from materials, events, or the environment, to detect or assess problems.",
         "importance": 47
      },
      {
         "activity_type": "gwa",
         "id": "4.A.4.b.1",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.4.b.1",
         "title": "Coordinating the Work and Activities of Others",
         "description": "Getting members of a group to work together to accomplish tasks.",
         "importance": 46
      },
      {
         "activity_type": "gwa",
         "id": "4.A.2.a.1",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.2.a.1",
         "title": "Judging the Qualities of Objects, Services, or People",
         "description": "Assessing the value, importance, or quality of things or people.",
         "importance": 46,
         "related_activity": [
            {
               "activity_type": "iwa",
               "id": "4.A.2.a.1.I10",
               "title": "Evaluate project feasibility.",
               "related_activity": [
                  {
                     "activity_type": "dwa",
                     "id": "4.A.2.a.1.I10.D01",
                     "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/detailed_work_activities/4.A.2.a.1.I10.D01",
                     "title": "Evaluate project designs to determine adequacy or feasibility.",
                     "related_activity": [
                        {
                           "activity_type": "task",
                           "id": "16117",
                           "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/tasks/16117",
                           "title": "Review designs, codes, test plans, or documentation to ensure quality."
                        }
                     ]
                  }
               ]
            }
         ]
      },
      {
         "activity_type": "gwa",
         "id": "4.A.4.b.5",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.4.b.5",
         "title": "Coaching and Developing Others",
         "description": "Identifying the developmental needs of others and coaching, mentoring, or otherwise helping others to improve their knowledge or skills.",
         "importance": 42
      },
      {
         "activity_type": "gwa",
         "id": "4.A.4.a.3",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.4.a.3",
         "title": "Communicating with People Outside the Organization",
         "description": "Communicating with people outside the organization, representing the organization to customers, the public, government, and other external sources. This information can be exchanged in person, in writing, or by telephone or e-mail.",
         "importance": 40
      },
      {
         "activity_type": "gwa",
         "id": "4.A.4.a.7",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.4.a.7",
         "title": "Resolving Conflicts and Negotiating with Others",
         "description": "Handling complaints, settling disputes, and resolving grievances and conflicts, or otherwise negotiating with others.",
         "importance": 39
      },
      {
         "activity_type": "gwa",
         "id": "4.A.4.c.1",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.4.c.1",
         "title": "Performing Administrative Activities",
         "description": "Performing day-to-day administrative tasks such as maintaining information files and processing paperwork.",
         "importance": 38
      },
      {
         "activity_type": "gwa",
         "id": "4.A.4.b.4",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.4.b.4",
         "title": "Guiding, Directing, and Motivating Subordinates",
         "description": "Providing guidance and direction to subordinates, including setting performance standards and monitoring performance.",
         "importance": 36
      },
      {
         "activity_type": "gwa",
         "id": "4.A.4.a.6",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.4.a.6",
         "title": "Selling or Influencing Others",
         "description": "Convincing others to buy merchandise/goods or to otherwise change their minds or actions.",
         "importance": 33
      },
      {
         "activity_type": "gwa",
         "id": "4.A.4.c.3",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.4.c.3",
         "title": "Monitoring and Controlling Resources",
         "description": "Monitoring and controlling resources and overseeing the spending of money.",
         "importance": 31
      },
      {
         "activity_type": "gwa",
         "id": "4.A.4.c.2",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.4.c.2",
         "title": "Staffing Organizational Units",
         "description": "Recruiting, interviewing, selecting, hiring, and promoting employees in an organization.",
         "importance": 28
      },
      {
         "activity_type": "gwa",
         "id": "4.A.4.a.5",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.4.a.5",
         "title": "Assisting and Caring for Others",
         "description": "Providing personal assistance, medical attention, emotional support, or other personal care to others such as coworkers, customers, or patients.",
         "importance": 21
      },
      {
         "activity_type": "gwa",
         "id": "4.A.1.b.2",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.1.b.2",
         "title": "Inspecting Equipment, Structures, or Materials",
         "description": "Inspecting equipment, structures, or materials to identify the cause of errors or other problems or defects.",
         "importance": 15,
         "related_activity": [
            {
               "activity_type": "iwa",
               "id": "4.A.1.b.2.I08",
               "title": "Test performance of computer or information systems.",
               "related_activity": [
                  {
                     "activity_type": "dwa",
                     "id": "4.A.1.b.2.I08.D03",
                     "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/detailed_work_activities/4.A.1.b.2.I08.D03",
                     "title": "Test software performance.",
                     "related_activity": [
                        {
                           "activity_type": "task",
                           "id": "16116",
                           "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/tasks/16116",
                           "title": "Test software systems or applications for software enhancements or new products."
                        }
                     ]
                  }
               ]
            }
         ]
      },
      {
         "activity_type": "gwa",
         "id": "4.A.3.a.3",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.3.a.3",
         "title": "Controlling Machines and Processes",
         "description": "Using either control mechanisms or direct physical activity to operate machines or processes (not including computers or vehicles).",
         "importance": 12
      },
      {
         "activity_type": "gwa",
         "id": "4.A.3.b.2",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.3.b.2",
         "title": "Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment",
         "description": "Providing documentation, detailed instructions, drawings, or specifications to tell others about how devices, parts, equipment, or structures are to be fabricated, constructed, assembled, modified, maintained, or used.",
         "importance": 12
      },
      {
         "activity_type": "gwa",
         "id": "4.A.3.b.5",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.3.b.5",
         "title": "Repairing and Maintaining Electronic Equipment",
         "description": "Servicing, repairing, calibrating, regulating, fine-tuning, or testing machines, devices, and equipment that operate primarily on the basis of electrical or electronic (not mechanical) principles.",
         "importance": 10
      },
      {
         "activity_type": "gwa",
         "id": "4.A.4.a.8",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.4.a.8",
         "title": "Performing for or Working Directly with the Public",
         "description": "Performing for people or dealing directly with the public. This includes serving customers in restaurants and stores, and receiving clients or guests.",
         "importance": 6
      },
      {
         "activity_type": "gwa",
         "id": "4.A.3.a.2",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.3.a.2",
         "title": "Handling and Moving Objects",
         "description": "Using hands and arms in handling, installing, positioning, and moving materials, and manipulating things.",
         "importance": 2
      },
      {
         "activity_type": "gwa",
         "id": "4.A.3.a.4",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.3.a.4",
         "title": "Operating Vehicles, Mechanized Devices, or Equipment",
         "description": "Running, maneuvering, navigating, or driving vehicles or mechanized equipment, such as forklifts, passenger vehicles, aircraft, or watercraft.",
         "importance": 2
      },
      {
         "activity_type": "gwa",
         "id": "4.A.3.a.1",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.3.a.1",
         "title": "Performing General Physical Activities",
         "description": "Performing general physical activities includes doing activities that require considerable use of your arms and legs and moving your whole body, such as climbing, lifting, balancing, walking, stooping, and handling materials.",
         "importance": 2
      },
      {
         "activity_type": "gwa",
         "id": "4.A.3.b.4",
         "related": "https://api-v2.onetcenter.org/online/occupations/15-1243.01/related/work_activities/4.A.3.b.4",
         "title": "Repairing and Maintaining Mechanical Equipment",
         "description": "Servicing, repairing, adjusting, and testing machines, devices, moving parts, and equipment that operate primarily on the basis of mechanical (not electronic) principles.",
         "importance": 0
      }
   ]
}