{
  "entityType": "role",
  "schemaVersion": "role.v1",
  "slug": "role-13-1081-01",
  "socCode": "13-1081.01",
  "title": "Logistics Engineers",
  "summary": "Design or analyze operational solutions for projects such as transportation optimization, network modeling, process and methods analysis, cost containment, capacity enhancement, routing and shipment optimization, or information management.",
  "aliases": [
    "Logistics Engineer",
    "Reliability Engineer",
    "Supportability Engineer",
    "Systems Engineer",
    "Acquisition Logistics Engineer",
    "Logistics Specialist",
    "Aero Logistics Engineer (Aeronautical Logistics Engineer)",
    "Auto Logistics Engineer (Automotive Logistics Engineer)",
    "Continuous Improvement Specialist",
    "Cost Engineer",
    "Cost Estimating Engineer",
    "Cost Reduction Engineer"
  ],
  "tasks": [
    {
      "text": "Identify cost-reduction or process-improvement logistic opportunities.",
      "type": "Core",
      "iwa": "4.A.1.b.1.b"
    },
    {
      "text": "Analyze or interpret logistics data involving customer service, forecasting, procurement, manufacturing, inventory, transportation, or warehousing.",
      "type": "Core",
      "iwa": "4.A.2.a.4.g"
    },
    {
      "text": "Prepare logistic strategies or conceptual designs for production facilities.",
      "type": "Core",
      "iwa": "4.A.2.b.2.c"
    },
    {
      "text": "Conduct logistics studies or analyses, such as time studies, zero-base analyses, rate analyses, network analyses, flow-path analyses, or supply chain analyses.",
      "type": "Core",
      "iwa": "4.A.2.a.4.g"
    },
    {
      "text": "Develop logistic metrics, internal analysis tools, or key performance indicators for business units.",
      "type": "Core",
      "iwa": "4.A.3.b.2.f"
    },
    {
      "text": "Identify or develop business rules or standard operating procedures to streamline operating processes.",
      "type": "Core",
      "iwa": "4.A.1.b.1.b"
    },
    {
      "text": "Interview key staff or tour facilities to identify efficiency-improvement, cost-reduction, or service-delivery opportunities.",
      "type": "Core",
      "iwa": "4.A.1.b.1.b"
    },
    {
      "text": "Design plant distribution centers.",
      "type": "Core",
      "iwa": "4.A.3.b.2.b"
    },
    {
      "text": "Apply logistics modeling techniques to address issues, such as operational process improvement or facility design or layout.",
      "type": "Core",
      "iwa": "4.A.2.a.4.k"
    },
    {
      "text": "Review contractual commitments, customer specifications, or related information to determine logistics or support requirements.",
      "type": "Core",
      "iwa": "4.A.2.a.4.g"
    },
    {
      "text": "Evaluate the use of inventory tracking technology, Web-based warehousing software, or intelligent conveyor systems to maximize plant or distribution center efficiency.",
      "type": "Core",
      "iwa": "4.A.2.a.4.g"
    },
    {
      "text": "Propose logistics solutions for customers.",
      "type": "Core",
      "iwa": "4.A.4.b.6.e"
    }
  ],
  "emergingTasks": [
    {
      "text": "Evaluate the use of technologies, such as global positioning systems (GPS), radio-frequency identification (RFID), route navigation software, drone or robotic technology, or satellite linkup systems, to improve transportation efficiency."
    }
  ],
  "activities": [
    {
      "name": "Advise others on logistics topics.",
      "iwa": "4.A.4.b.6.e"
    },
    {
      "name": "Identify opportunities to improve operational efficiency.",
      "iwa": "4.A.1.b.1.b"
    },
    {
      "name": "Analyze jobs using observation, survey, or interview techniques.",
      "iwa": "4.A.2.a.4.g"
    },
    {
      "name": "Supervise employees.",
      "iwa": "4.A.4.b.4.a"
    },
    {
      "name": "Plan facility layouts or designs.",
      "iwa": "4.A.3.b.2.b"
    },
    {
      "name": "Develop technical specifications for systems or equipment.",
      "iwa": "4.A.3.b.2.a"
    },
    {
      "name": "Analyze logistics processes.",
      "iwa": "4.A.2.a.4.g"
    },
    {
      "name": "Maintain data in information systems or databases.",
      "iwa": "4.A.3.b.6.h"
    },
    {
      "name": "Establish organizational guidelines or policies.",
      "iwa": "4.A.2.b.4.a"
    },
    {
      "name": "Estimate costs of goods or services.",
      "iwa": "4.A.2.b.1.a"
    },
    {
      "name": "Assess the cost effectiveness of products, projects, or services.",
      "iwa": "4.A.2.a.1.g"
    },
    {
      "name": "Apply mathematical models of financial or business conditions.",
      "iwa": "4.A.2.a.4.k"
    },
    {
      "name": "Develop business or financial information systems.",
      "iwa": "4.A.3.b.2.f"
    },
    {
      "name": "Evaluate logistics methods to reduce environmental impact.",
      "iwa": "4.A.2.a.4.g"
    },
    {
      "name": "Develop business or market strategies.",
      "iwa": "4.A.2.b.2.c"
    },
    {
      "name": "Develop sustainable business strategies or practices.",
      "iwa": "4.A.2.b.2.q"
    },
    {
      "name": "Prepare financial documents.",
      "iwa": "4.A.3.b.6.a"
    },
    {
      "name": "Analyze environmental regulations to ensure organizational compliance.",
      "iwa": "4.A.2.a.4.i"
    }
  ],
  "capabilities": [
    {
      "name": "Systems Analysis",
      "family": "transferable_skill",
      "value": 4.62
    },
    {
      "name": "Engineering and Technology",
      "family": "knowledge",
      "value": 4.24
    },
    {
      "name": "Writing",
      "family": "essential_skill",
      "value": 4.12
    },
    {
      "name": "Complex Problem Solving",
      "family": "transferable_skill",
      "value": 4.12
    },
    {
      "name": "Systems Evaluation",
      "family": "transferable_skill",
      "value": 4.12
    },
    {
      "name": "Written Comprehension",
      "family": "ability",
      "value": 4.12
    },
    {
      "name": "Mathematical Reasoning",
      "family": "ability",
      "value": 4.12
    },
    {
      "name": "Reading Comprehension",
      "family": "essential_skill",
      "value": 4
    },
    {
      "name": "Active Listening",
      "family": "essential_skill",
      "value": 4
    },
    {
      "name": "Mathematics",
      "family": "essential_skill",
      "value": 4
    },
    {
      "name": "Active Learning",
      "family": "essential_skill",
      "value": 4
    },
    {
      "name": "Judgment and Decision Making",
      "family": "transferable_skill",
      "value": 4
    },
    {
      "name": "Mathematics",
      "family": "knowledge",
      "value": 4
    },
    {
      "name": "Oral Comprehension",
      "family": "ability",
      "value": 4
    },
    {
      "name": "Oral Expression",
      "family": "ability",
      "value": 4
    },
    {
      "name": "Written Expression",
      "family": "ability",
      "value": 4
    },
    {
      "name": "Fluency of Ideas",
      "family": "ability",
      "value": 4
    },
    {
      "name": "Problem Sensitivity",
      "family": "ability",
      "value": 4
    },
    {
      "name": "Deductive Reasoning",
      "family": "ability",
      "value": 4
    },
    {
      "name": "Inductive Reasoning",
      "family": "ability",
      "value": 4
    },
    {
      "name": "Information Ordering",
      "family": "ability",
      "value": 4
    },
    {
      "name": "Transportation",
      "family": "knowledge",
      "value": 3.96
    },
    {
      "name": "Production and Processing",
      "family": "knowledge",
      "value": 3.91
    },
    {
      "name": "Speaking",
      "family": "essential_skill",
      "value": 3.88
    },
    {
      "name": "Critical Thinking",
      "family": "essential_skill",
      "value": 3.88
    },
    {
      "name": "Time Management",
      "family": "transferable_skill",
      "value": 3.88
    },
    {
      "name": "Originality",
      "family": "ability",
      "value": 3.88
    },
    {
      "name": "Near Vision",
      "family": "ability",
      "value": 3.88
    },
    {
      "name": "Speech Clarity",
      "family": "ability",
      "value": 3.88
    },
    {
      "name": "Computers and Electronics",
      "family": "knowledge",
      "value": 3.87
    },
    {
      "name": "Operations Analysis",
      "family": "transferable_skill",
      "value": 3.75
    },
    {
      "name": "Number Facility",
      "family": "ability",
      "value": 3.75
    },
    {
      "name": "English Language",
      "family": "knowledge",
      "value": 3.74
    },
    {
      "name": "Category Flexibility",
      "family": "ability",
      "value": 3.62
    },
    {
      "name": "Speech Recognition",
      "family": "ability",
      "value": 3.62
    },
    {
      "name": "Economics and Accounting",
      "family": "knowledge",
      "value": 3.45
    },
    {
      "name": "Administration and Management",
      "family": "knowledge",
      "value": 3.43
    },
    {
      "name": "Design",
      "family": "knowledge",
      "value": 3.39
    },
    {
      "name": "Monitoring",
      "family": "essential_skill",
      "value": 3.38
    },
    {
      "name": "Education and Training",
      "family": "knowledge",
      "value": 3.26
    }
  ],
  "skills": [
    {
      "name": "Systems Analysis",
      "type": "Specialized Skill"
    },
    {
      "name": "Writing",
      "type": "Common Skill"
    },
    {
      "name": "Complex Problem Solving",
      "type": "Common Skill"
    },
    {
      "name": "Reading Comprehension",
      "type": "Common Skill"
    },
    {
      "name": "Mathematics",
      "type": "Common Skill"
    },
    {
      "name": "Information Ordering",
      "type": "Specialized Skill"
    },
    {
      "name": "Inductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Deductive Reasoning",
      "type": "Common Skill"
    },
    {
      "name": "Active Listening",
      "type": "Common Skill"
    },
    {
      "name": "Active Learning",
      "type": "Common Skill"
    },
    {
      "name": "Time Management",
      "type": "Common Skill"
    },
    {
      "name": "Critical Thinking",
      "type": "Common Skill"
    },
    {
      "name": "English Language",
      "type": "Common Skill"
    },
    {
      "name": "Speech Recognition",
      "type": "Specialized Skill"
    },
    {
      "name": "Microsoft PowerPoint",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Excel",
      "type": "Common Skill"
    },
    {
      "name": "Visualization",
      "type": "Specialized Skill"
    },
    {
      "name": "Learning Strategies",
      "type": "Specialized Skill"
    },
    {
      "name": "Social Perceptiveness",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Word",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Visio",
      "type": "Specialized Skill"
    },
    {
      "name": "Microsoft SharePoint",
      "type": "Specialized Skill"
    },
    {
      "name": "Microsoft Project",
      "type": "Specialized Skill"
    },
    {
      "name": "Microsoft Outlook",
      "type": "Common Skill"
    },
    {
      "name": "Microsoft Access",
      "type": "Specialized Skill"
    },
    {
      "name": "Instructing",
      "type": "Specialized Skill"
    },
    {
      "name": "Negotiation",
      "type": "Common Skill"
    },
    {
      "name": "Telecommunications",
      "type": "Specialized Skill"
    },
    {
      "name": "Geography",
      "type": "Specialized Skill"
    },
    {
      "name": "Psychology",
      "type": "Specialized Skill"
    },
    {
      "name": "Physics",
      "type": "Specialized Skill"
    },
    {
      "name": "Oracle Hyperion",
      "type": "Specialized Skill"
    },
    {
      "name": "Minitab",
      "type": "Specialized Skill"
    },
    {
      "name": "IBM Notes",
      "type": "Specialized Skill"
    },
    {
      "name": "Depth Perception",
      "type": "Common Skill"
    },
    {
      "name": "Chemistry",
      "type": "Specialized Skill"
    },
    {
      "name": "Equipment Selection",
      "type": "Specialized Skill"
    },
    {
      "name": "Foreign Language",
      "type": "Common Skill"
    },
    {
      "name": "Finger Dexterity",
      "type": "Common Skill"
    },
    {
      "name": "Biology",
      "type": "Specialized Skill"
    }
  ],
  "tools": [
    {
      "example": "Microsoft Excel",
      "category": "Spreadsheet software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Microsoft Office software",
      "category": "Office suite software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Microsoft PowerPoint",
      "category": "Presentation software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "SAP software",
      "category": "Enterprise resource planning ERP software",
      "hot": true,
      "inDemand": true
    },
    {
      "example": "Autodesk AutoCAD",
      "category": "Computer aided design CAD software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "C++",
      "category": "Object or component oriented development software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Access",
      "category": "Data base user interface and query software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Outlook",
      "category": "Electronic mail software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Power BI",
      "category": "Business intelligence and data analysis software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Project",
      "category": "Project management software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft SharePoint",
      "category": "Document management software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft SQL Server",
      "category": "Data base management system software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Visio",
      "category": "Process mapping and design software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Microsoft Visual Basic",
      "category": "Development environment software",
      "hot": true,
      "inDemand": false
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    {
      "example": "Microsoft Visual Basic for Applications VBA",
      "category": "Development environment software",
      "hot": true,
      "inDemand": false
    },
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      "example": "Microsoft Word",
      "category": "Word processing software",
      "hot": true,
      "inDemand": false
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    {
      "example": "Oracle Database",
      "category": "Data base user interface and query software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Oracle Java",
      "category": "Object or component oriented development software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Oracle Primavera Enterprise Project Portfolio Management",
      "category": "Project management software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Python",
      "category": "Object or component oriented development software",
      "hot": true,
      "inDemand": false
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    {
      "example": "SAS",
      "category": "Analytical or scientific software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Structured query language SQL",
      "category": "Data base user interface and query software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Tableau",
      "category": "Business intelligence and data analysis software",
      "hot": true,
      "inDemand": false
    },
    {
      "example": "Computer aided design and drafting CADD software",
      "category": "Computer aided design CAD software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Failure modes and effects analysis FMEA software",
      "category": "Analytical or scientific software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "i2 Transportation Modeler",
      "category": "Materials requirements planning logistics and supply chain software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "IBM Cognos Impromptu",
      "category": "Business intelligence and data analysis software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "IBM ILOG CPLEX Optimization Studio",
      "category": "Analytical or scientific software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "IBM Notes",
      "category": "Electronic mail software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "ITEM Software ITEM ToolKit",
      "category": "Analytical or scientific software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "ITEM Software Spare Cost",
      "category": "Analytical or scientific software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "JDA Manugistics",
      "category": "Materials requirements planning logistics and supply chain software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "JMS Software RCM WorkSaver",
      "category": "Analytical or scientific software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Logistics Cost Estimating Tool",
      "category": "Analytical or scientific software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Logistics management information LMI database software",
      "category": "Materials requirements planning logistics and supply chain software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Logistics Support Analysts SmartLogic",
      "category": "Materials requirements planning logistics and supply chain software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "LOGSA COMPASS",
      "category": "Analytical or scientific software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "LOGSA SYSPARS",
      "category": "Analytical or scientific software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Minitab",
      "category": "Analytical or scientific software",
      "hot": false,
      "inDemand": false
    },
    {
      "example": "Oracle Hyperion",
      "category": "Enterprise resource planning ERP software",
      "hot": false,
      "inDemand": false
    }
  ],
  "workContext": [
    {
      "name": "E-Mail",
      "value": 4.83
    },
    {
      "name": "Indoors, Environmentally Controlled",
      "value": 4.61
    },
    {
      "name": "Telephone Conversations",
      "value": 4.52
    },
    {
      "name": "Face-to-Face Discussions with Individuals and Within Teams",
      "value": 4.43
    },
    {
      "name": "Contact With Others",
      "value": 4.39
    },
    {
      "name": "Work With or Contribute to a Work Group or Team",
      "value": 4.3
    },
    {
      "name": "Freedom to Make Decisions",
      "value": 4.04
    },
    {
      "name": "Determine Tasks, Priorities and Goals",
      "value": 3.96
    },
    {
      "name": "Spend Time Sitting",
      "value": 3.95
    },
    {
      "name": "Time Pressure",
      "value": 3.91
    },
    {
      "name": "Importance of Being Exact or Accurate",
      "value": 3.87
    },
    {
      "name": "Coordinate or Lead Others in Accomplishing Work Activities",
      "value": 3.83
    },
    {
      "name": "Work Outcomes and Results of Other Workers",
      "value": 3.83
    },
    {
      "name": "Impact of Decisions on Co-workers or Company Results",
      "value": 3.7
    },
    {
      "name": "Frequency of Decision Making",
      "value": 3.65
    },
    {
      "name": "Written Letters and Memos",
      "value": 3.57
    },
    {
      "name": "Deal With External Customers or the Public in General",
      "value": 3.52
    },
    {
      "name": "Health and Safety of Other Workers",
      "value": 3.48
    },
    {
      "name": "Conflict Situations",
      "value": 3.27
    },
    {
      "name": "Level of Competition",
      "value": 3.27
    },
    {
      "name": "Indoors, Not Environmentally Controlled",
      "value": 3.17
    },
    {
      "name": "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable",
      "value": 3.05
    },
    {
      "name": "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets",
      "value": 2.96
    },
    {
      "name": "Physical Proximity",
      "value": 2.91
    },
    {
      "name": "Dealing With Unpleasant, Angry, or Discourteous People",
      "value": 2.87
    },
    {
      "name": "Importance of Repeating Same Tasks",
      "value": 2.78
    },
    {
      "name": "Consequence of Error",
      "value": 2.74
    },
    {
      "name": "Public Speaking",
      "value": 2.7
    },
    {
      "name": "Outdoors, Exposed to All Weather Conditions",
      "value": 2.57
    },
    {
      "name": "In an Enclosed Vehicle or Operate Enclosed Equipment",
      "value": 2.52
    },
    {
      "name": "Exposed to Very Hot or Cold Temperatures",
      "value": 2.45
    },
    {
      "name": "Outdoors, Under Cover",
      "value": 2.35
    },
    {
      "name": "Spend Time Standing",
      "value": 2.35
    },
    {
      "name": "Degree of Automation",
      "value": 2.35
    },
    {
      "name": "Exposed to Contaminants",
      "value": 2.32
    },
    {
      "name": "Exposed to Extremely Bright or Inadequate Lighting Conditions",
      "value": 2.14
    },
    {
      "name": "Spend Time Walking or Running",
      "value": 2.09
    },
    {
      "name": "Pace Determined by Speed of Equipment",
      "value": 2.09
    },
    {
      "name": "Exposed to Hazardous Equipment",
      "value": 1.96
    },
    {
      "name": "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls",
      "value": 1.95
    }
  ],
  "preparation": {
    "jobZone": "4",
    "jobZoneName": "Job Zone Four: Considerable Preparation Needed",
    "education": "Most of these occupations require a four-year bachelor's degree, but some do not.",
    "experience": "A considerable amount of work-related skill, knowledge, or experience is needed for these occupations. For example, an accountant must complete four years of college and work for several years in accounting to be considered qualified.",
    "svpRange": "(7.0 to < 8.0)",
    "educationDistribution": [
      {
        "label": "Bachelor's Degree",
        "percentage": 73.91
      },
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        "label": "Some College Courses",
        "percentage": 8.7
      },
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