{ "name": "RoleSprint Work Context Index", "version": "30.3-2026-09-05", "onetVersion": "30.3", "onetSource": "https://www.onetcenter.org/database.html#individual-files", "onetLicence": "This dataset includes information from the O*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. O*NET is a trademark of USDOL/ETA. RoleSprint has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications.", "blsSource": "BLS Employment Projections, Table 1.2", "blsSourceUrl": "https://www.bls.gov/emp/ind-occ-matrix/occupation.xlsx", "blsTable": "Table 1.2 Occupational projections, 2025–35, and worker characteristics, 2025 (Employment in thousands)", "blsWageYear": 2025, "blsProjectionPeriod": "2025-35", "generatedAt": "2026-09-05", "occupationCount": 894, "blsLineItemCount": 867, "suppressedValues": 6, "allOccupations": { "medianAnnualWage": 50980, "employmentChangePercent": 3.5 }, "dimensions": [ { "key": "contact", "elementId": "4.C.1.a.4", "name": "Contact With Others", "question": "How much does this job require the worker to be in contact with others (face-to-face, by telephone, or otherwise) in order to perform it?", "group": "people", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "No contact with others", "Occasional contact with others", "Contact with others about half the time", "Contact with others most of the time", "Constant contact with others" ], "occupationsWithData": 894 }, { "key": "public", "elementId": "4.C.1.b.1.f", "name": "Deal With External Customers or the Public in General", "question": "How important is it to deal with external customers (as in retail sales) or the public in general (as in police work) in this job?", "group": "people", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "Not important at all", "Fairly important", "Important", "Very important", "Extremely important" ], "occupationsWithData": 894 }, { "key": "phone", "elementId": "4.C.1.a.2.f", "name": "Telephone Conversations", "question": "How often do you have telephone conversations in this job?", "group": "people", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "Never", "Once a year or more but not every month", "Once a month or more but not every week", "Once a week or more but not every day", "Every day" ], "occupationsWithData": 894 }, { "key": "faceToFace", "elementId": "4.C.1.a.2.l", "name": "Face-to-Face Discussions with Individuals and Within Teams", "question": "How frequently does your job require face-to-face discussions with individuals and within teams?", "group": "people", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "Never", "Once a year or more but not every month", "Once a month or more but not every week", "Once a week or more but not every day", "Every day" ], "occupationsWithData": 893 }, { "key": "publicSpeaking", "elementId": "4.C.1.a.2.c", "name": "Public Speaking", "question": "How frequently does your job require public speaking (one speaker with an audience)?", "group": "people", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "Never", "Once a year or more but not every month", "Once a month or more but not every week", "Once a week or more but not every day", "Every day" ], "occupationsWithData": 894 }, { "key": "team", "elementId": "4.C.1.b.1.e", "name": "Work With or Contribute to a Work Group or Team", "question": "How important is it to work with or contribute to a work group or team in this job?", "group": "people", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "Not important at all", "Fairly important", "Important", "Very important", "Extremely important" ], "occupationsWithData": 894 }, { "key": "lead", "elementId": "4.C.1.b.1.g", "name": "Coordinate or Lead Others in Accomplishing Work Activities", "question": "How important is it to coordinate or lead others (not as a supervisor or team leader) in accomplishing work activities in this job?", "group": "people", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "Not important at all", "Fairly important", "Important", "Very important", "Extremely important" ], "occupationsWithData": 894 }, { "key": "proximity", "elementId": "4.C.2.a.3", "name": "Physical Proximity", "question": "To what extent does this job require the worker to perform job tasks physically close to other people?", "group": "people", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "I don't work near other people (beyond 100 ft.)", "I work with others but not closely (e.g., private office)", "Slightly close (e.g., shared office)", "Moderately close (at arm's length)", "Very close (near touching)" ], "occupationsWithData": 894 }, { "key": "conflict", "elementId": "4.C.1.d.1", "name": "Conflict Situations", "question": "How frequently are there conflict situations the employee has to face in this job?", "group": "pressure", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "Never", "Once a year or more but not every month", "Once a month or more but not every week", "Once a week or more but not every day", "Every day" ], "occupationsWithData": 894 }, { "key": "angry", "elementId": "4.C.1.d.2", "name": "Dealing With Unpleasant, Angry, or Discourteous People", "question": "How frequently does the worker have to deal with unpleasant, angry, or discourteous individuals as part of the job requirements?", "group": "pressure", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "Never", "Once a year or more but not every month", "Once a month or more but not every week", "Once a week or more but not every day", "Every day" ], "occupationsWithData": 894 }, { "key": "violent", "elementId": "4.C.1.d.3", "name": "Dealing with Violent or Physically Aggressive People", "question": "How frequently does this job require the worker to deal with physical aggression of violent individuals?", "group": "pressure", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "Never", "Once a year or more but not every month", "Once a month or more but not every week", "Once a week or more but not every day", "Every day" ], "occupationsWithData": 894 }, { "key": "timePressure", "elementId": "4.C.3.d.1", "name": "Time Pressure", "question": "How often does this job require the worker to meet strict deadlines?", "group": "pressure", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "Never", "Once a year or more but not every month", "Once a month or more but not every week", "Once a week or more but not every day", "Every day" ], "occupationsWithData": 894 }, { "key": "errorConsequence", "elementId": "4.C.3.a.1", "name": "Consequence of Error", "question": "How serious would the result usually be if the worker made a mistake that was not easily correctable?", "group": "pressure", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "Not serious at all", "Fairly serious", "Serious", "Very serious", "Extremely serious" ], "occupationsWithData": 894 }, { "key": "competition", "elementId": "4.C.3.c.1", "name": "Level of Competition", "question": "To what extent does this job require the worker to compete or to be aware of competitive pressures?", "group": "pressure", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "Not at all competitive", "Slightly competitive", "Moderately competitive", "Highly competitive", "Extremely competitive" ], "occupationsWithData": 894 }, { "key": "freedom", "elementId": "4.C.3.a.4", "name": "Freedom to Make Decisions", "question": "How much decision making freedom, without supervision, does the job offer?", "group": "autonomy", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "No freedom", "Very little freedom", "Limited freedom", "Some freedom", "A lot of freedom" ], "occupationsWithData": 894 }, { "key": "determineTasks", "elementId": "4.C.3.b.8", "name": "Determine Tasks, Priorities and Goals", "question": "How much freedom does the worker have in determining the tasks, priorities, or goals of the job?", "group": "autonomy", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "No freedom", "Very little freedom", "Limited freedom", "Some freedom", "A lot of freedom" ], "occupationsWithData": 894 }, { "key": "exact", "elementId": "4.C.3.b.4", "name": "Importance of Being Exact or Accurate", "question": "How important is being very exact or highly accurate in performing this job?", "group": "autonomy", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "Not important at all", "Fairly important", "Important", "Very important", "Extremely important" ], "occupationsWithData": 894 }, { "key": "repeat", "elementId": "4.C.3.b.7", "name": "Importance of Repeating Same Tasks", "question": "How important are continuous, repetitive, physical activities (like key entry) or mental activities (like checking entries in a ledger) to performing this job?", "group": "autonomy", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "Not important at all", "Fairly important", "Important", "Very important", "Extremely important" ], "occupationsWithData": 894 }, { "key": "sitting", "elementId": "4.C.2.d.1.a", "name": "Spend Time Sitting", "question": "How much does this job require sitting?", "group": "body", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "Never", "Less than half the time", "About half the time", "More than half the time", "Continually or almost continually" ], "occupationsWithData": 894 }, { "key": "standing", "elementId": "4.C.2.d.1.b", "name": "Spend Time Standing", "question": "How much does this job require standing?", "group": "body", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "Never", "Less than half the time", "About half the time", "More than half the time", "Continually or almost continually" ], "occupationsWithData": 894 }, { "key": "walking", "elementId": "4.C.2.d.1.d", "name": "Spend Time Walking or Running", "question": "How much does this job require walking or running?", "group": "body", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "Never", "Less than half the time", "About half the time", "More than half the time", "Continually or almost continually" ], "occupationsWithData": 894 }, { "key": "hands", "elementId": "4.C.2.d.1.g", "name": "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls", "question": "How much does this job require using your hands to handle, control, or feel objects, tools or controls?", "group": "body", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "Never", "Less than half the time", "About half the time", "More than half the time", "Continually or almost continually" ], "occupationsWithData": 894 }, { "key": "outdoors", "elementId": "4.C.2.a.1.c", "name": "Outdoors, Exposed to All Weather Conditions", "question": "How often does this job require working outdoors, exposed to all weather conditions?", "group": "environment", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "Never", "Once a year or more but not every month", "Once a month or more but not every week", "Once a week or more but not every day", "Every day" ], "occupationsWithData": 893 }, { "key": "indoorsControlled", "elementId": "4.C.2.a.1.a", "name": "Indoors, Environmentally Controlled", "question": "How often does this job require working indoors in an environmentally controlled environment (like a warehouse with air conditioning)?", "group": "environment", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "Never", "Once a year or more but not every month", "Once a month or more but not every week", "Once a week or more but not every day", "Every day" ], "occupationsWithData": 894 }, { "key": "vehicle", "elementId": "4.C.2.a.1.f", "name": "In an Enclosed Vehicle or Operate Enclosed Equipment", "question": "How often does this job require working in a closed vehicle or operate enclosed equipment (like a car)?", "group": "environment", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "Never", "Once a year or more but not every month", "Once a month or more but not every week", "Once a week or more but not every day", "Every day" ], "occupationsWithData": 893 }, { "key": "noise", "elementId": "4.C.2.b.1.a", "name": "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable", "question": "How often does this job require working exposed to sounds and noise levels that are distracting or uncomfortable?", "group": "environment", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "Never", "Once a year or more but not every month", "Once a month or more but not every week", "Once a week or more but not every day", "Every day" ], "occupationsWithData": 894 }, { "key": "hazardous", "elementId": "4.C.2.c.1.d", "name": "Exposed to Hazardous Conditions", "question": "How often does this job require exposure to hazardous conditions?", "group": "environment", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "Never", "Once a year or more but not every month", "Once a month or more but not every week", "Once a week or more but not every day", "Every day" ], "occupationsWithData": 894 }, { "key": "protective", "elementId": "4.C.2.e.1.d", "name": "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets", "question": "How often does this job require wearing common protective or safety equipment such as safety shoes, glasses, gloves, hearing protection, hard hats or life-jackets?", "group": "environment", "scale": { "min": 1, "max": 5, "id": "CX", "description": "O*NET Work Context mean rating" }, "anchors": [ "Never", "Once a year or more but not every month", "Once a month or more but not every week", "Once a week or more but not every day", "Every day" ], "occupationsWithData": 891 } ], "occupations": [ { "soc": "11-1011.00", "title": "Chief Executives", "source": "Incumbent", "values": { "publicSpeaking": 3.07, "phone": 4.92, "faceToFace": 4.9, "contact": 4.58, "team": 4.36, "public": 4.33, "lead": 4.29, "conflict": 3.86, "angry": 3.24, "violent": 1.46, "indoorsControlled": 4.82, "outdoors": 2.12, "vehicle": 3.13, "proximity": 2.67, "noise": 2.08, "hazardous": 1.33, "sitting": 4.18, "standing": 2.13, "walking": 1.72, "hands": 2.17, "protective": 1.77, "errorConsequence": 3.02, "freedom": 4.95, "exact": 4.47, "repeat": 3.37, "determineTasks": 4.8, "competition": 3.57, "timePressure": 4.16 }, "bls": { "soc": "11-1011", "title": "Chief executives", "medianAnnualWage": 213990, "entryEducation": "Bachelor's degree", "noBachelors": false, "employment": 291.6, "employmentChangePercent": 3.2, "annualOpenings": 19.1 } }, { "soc": "11-1011.03", "title": "Chief Sustainability Officers", "source": "Occupational Expert", "values": { "publicSpeaking": 2.93, "phone": 4.74, "faceToFace": 4.67, "contact": 4.41, "team": 4.78, "public": 3.85, "lead": 4.22, "conflict": 3.04, "angry": 2.41, "violent": 1.19, "indoorsControlled": 4.74, "outdoors": 2.23, "vehicle": 2.93, "proximity": 2.78, "noise": 2.15, "hazardous": 1.37, "sitting": 3.89, "standing": 2.31, "walking": 1.89, "hands": 1.73, "protective": 1.89, "errorConsequence": 2.15, "freedom": 4.37, "exact": 3.52, "repeat": 1.81, "determineTasks": 4.44, "competition": 3.7, "timePressure": 3.48 }, "bls": { "soc": "11-1011", "title": "Chief executives", "medianAnnualWage": 213990, "entryEducation": "Bachelor's degree", "noBachelors": false, "employment": 291.6, "employmentChangePercent": 3.2, "annualOpenings": 19.1 } }, { "soc": "11-1021.00", "title": "General and Operations Managers", "source": "Incumbent", "values": { "publicSpeaking": 2.46, "phone": 4.76, "faceToFace": 4.86, "contact": 4.63, "team": 4.62, "public": 4.49, "lead": 4.48, "conflict": 3.35, "angry": 3.24, "violent": 1.62, "indoorsControlled": 4.39, "outdoors": 2.93, "vehicle": 3.48, "proximity": 3.2, "noise": 1.8, "hazardous": 1.34, "sitting": 3.09, "standing": 2.9, "walking": 2.53, "hands": 2.42, "protective": 3.06, "errorConsequence": 2.52, "freedom": 4.81, "exact": 4.24, "repeat": 3.11, "determineTasks": 4.7, "competition": 3.37, "timePressure": 4.08 }, "bls": { "soc": "11-1021", "title": "General and operations managers", "medianAnnualWage": 105770, "entryEducation": "Bachelor's degree", "noBachelors": false, "employment": 3599, "employmentChangePercent": 5, "annualOpenings": 285 } }, { "soc": "11-2011.00", "title": "Advertising and Promotions Managers", "source": "Incumbent", "values": { "publicSpeaking": 2.55, "phone": 4.8, "faceToFace": 4.87, "contact": 4.68, "team": 4.47, "public": 4.19, "lead": 4.11, "conflict": 3.15, "angry": 2.92, "violent": 1.14, "indoorsControlled": 4.62, "outdoors": 2.46, "vehicle": 2.28, "proximity": 2.82, "noise": 2.36, "hazardous": 1.06, "sitting": 4.33, "standing": 2.11, "walking": 1.97, "hands": 2.07, "protective": 1.24, "errorConsequence": 2.19, "freedom": 4.04, "exact": 4.3, "repeat": 2.7, "determineTasks": 4.23, "competition": 3.34, "timePressure": 4.4 }, "bls": { "soc": "11-2011", "title": "Advertising and promotions managers", "medianAnnualWage": 133660, "entryEducation": "Bachelor's degree", "noBachelors": false, "employment": 33.2, "employmentChangePercent": -3.7, "annualOpenings": 2.3 } }, { "soc": "11-2021.00", "title": "Marketing Managers", "source": "Incumbent", "values": { "publicSpeaking": 3.35, "phone": 4.92, "faceToFace": 4.76, "contact": 4.61, "team": 4.67, "public": 4.25, "lead": 4.32, "conflict": 3.18, "angry": 2.74, "violent": 1.16, "indoorsControlled": 4.53, "outdoors": 1.38, "vehicle": 2.26, "proximity": 2.89, "noise": 2.4, "hazardous": 1.06, "sitting": 4.36, "standing": 2.09, "walking": 1.95, "hands": 2.31, "protective": 1.3, "errorConsequence": 2.76, "freedom": 4.42, "exact": 3.81, "repeat": 2.78, "determineTasks": 4.63, "competition": 3.95, "timePressure": 4.21 }, "bls": { "soc": "11-2021", "title": "Marketing managers", "medianAnnualWage": 166790, "entryEducation": "Bachelor's degree", "noBachelors": false, "employment": 421.6, "employmentChangePercent": 6.9, "annualOpenings": 34 } }, { "soc": "11-2022.00", "title": "Sales Managers", "source": "Occupational Expert", "values": { "publicSpeaking": 2.71, "phone": 5, "faceToFace": 4.65, "contact": 4.86, "team": 4.65, "public": 4.71, "lead": 4.1, "conflict": 3.52, "angry": 3.35, "violent": 1.24, "indoorsControlled": 4.45, "outdoors": 1.85, "vehicle": 3.67, "proximity": 3.3, "noise": 2.05, "hazardous": 1.15, "sitting": 4.1, "standing": 2.4, "walking": 1.85, "hands": 1.65, "protective": 1.45, "errorConsequence": 2, "freedom": 4.24, "exact": 3.38, "repeat": 2.16, "determineTasks": 4.38, "competition": 4.35, "timePressure": 3.9 }, "bls": { "soc": "11-2022", "title": "Sales managers", "medianAnnualWage": 148270, "entryEducation": "Bachelor's degree", "noBachelors": false, "employment": 650.1, "employmentChangePercent": 4.5, "annualOpenings": 47.3 } }, { "soc": "11-2033.00", "title": "Fundraising Managers", "source": "Incumbent", "values": { "publicSpeaking": 3.14, "phone": 4.49, "faceToFace": 4.84, "contact": 4.96, "team": 4.79, "public": 4.5, "lead": 4.3, "conflict": 2.71, "angry": 2.64, "violent": 1.34, "indoorsControlled": 4.84, "outdoors": 1.53, "vehicle": 1.63, "proximity": 2.63, "noise": 1.44, "hazardous": 1, "sitting": 4.88, "standing": 1.9, "walking": 1.47, "hands": 2.08, "protective": 1, "errorConsequence": 2.79, "freedom": 4.38, "exact": 4.37, "repeat": 3, "determineTasks": 4.58, "competition": 4.02, "timePressure": 3.97 }, "bls": { "soc": "11-2033", "title": "Fundraising managers", "medianAnnualWage": 125470, "entryEducation": "Bachelor's degree", "noBachelors": false, "employment": 48.8, "employmentChangePercent": 5.4, "annualOpenings": 3.7 } }, { "soc": "11-3012.00", "title": "Administrative Services Managers", "source": "Incumbent", "values": { "publicSpeaking": 2.28, "phone": 4.78, "faceToFace": 4.9, "contact": 4.5, "team": 4.57, "public": 4.12, "lead": 3.9, "conflict": 3.2, "angry": 3.08, "violent": 1.75, "indoorsControlled": 4.26, "outdoors": 1.79, "vehicle": 2.14, "proximity": 2.8, "noise": 2.73, "hazardous": 1.43, "sitting": 3.66, "standing": 2.49, "walking": 2.48, "hands": 2.24, "protective": 1.82, "errorConsequence": 2.77, "freedom": 4.12, "exact": 4.15, "repeat": 3.36, "determineTasks": 4.03, "competition": 2.48, "timePressure": 3.7 }, "bls": { "soc": "11-3012", "title": "Administrative services managers", "medianAnnualWage": 114130, "entryEducation": "Bachelor's degree", "noBachelors": false, "employment": 279, "employmentChangePercent": 5.2, "annualOpenings": 22 } }, { "soc": "11-3013.00", "title": "Facilities Managers", "source": "Incumbent", "values": { "publicSpeaking": 2.63, "phone": 4.72, "faceToFace": 4.81, "contact": 4.72, "team": 4.41, "public": 4.13, "lead": 4.31, "conflict": 3.32, "angry": 3.15, "violent": 1.81, "indoorsControlled": 4.49, "outdoors": 2.66, "vehicle": 2.71, "proximity": 3.55, "noise": 2.97, "hazardous": 2.47, "sitting": 3.34, "standing": 2.93, "walking": 2.62, "hands": 2.59, "protective": 3.01, "errorConsequence": 2.73, "freedom": 4.28, "exact": 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"freedom": 3.51, "exact": 3.12, "repeat": 2.63, "determineTasks": 3.6, "competition": 2.77, "timePressure": 3.5 }, "bls": { "soc": "53-7062", "title": "Laborers and freight, stock, and material movers, hand", "medianAnnualWage": 40240, "entryEducation": "No formal educational credential", "noBachelors": true, "employment": 2940.3, "employmentChangePercent": 1.8, "annualOpenings": 340.5 } }, { "soc": "53-7063.00", "title": "Machine Feeders and Offbearers", "source": "Incumbent", "values": { "publicSpeaking": 1.96, "phone": 1.8, "faceToFace": 4.06, "contact": 3.87, "team": 3.85, "public": 1.87, "lead": 3.21, "conflict": 2.54, "angry": 2.51, "violent": 1.33, "indoorsControlled": 3.15, "outdoors": 1.72, "vehicle": 1.23, "proximity": 2.86, "noise": 4.16, "hazardous": 1.89, "sitting": 1.66, "standing": 4.46, "walking": 3.31, "hands": 4.33, "protective": 4.76, "errorConsequence": 2.99, "freedom": 2.98, "exact": 3.99, "repeat": 3.18, "determineTasks": 3.13, "competition": 2.72, "timePressure": 3.71 }, "bls": { "soc": "53-7063", "title": "Machine feeders and offbearers", "medianAnnualWage": 41220, "entryEducation": "No formal educational credential", "noBachelors": true, "employment": 41.8, "employmentChangePercent": -13.1, "annualOpenings": 4 } }, { "soc": "53-7064.00", "title": "Packers and Packagers, Hand", "source": "Incumbent", "values": { "publicSpeaking": 1.77, "phone": 3.05, "faceToFace": 4.56, "contact": 4.26, "team": 4.03, "public": 2.69, "lead": 3.64, "conflict": 1.93, "angry": 2.19, "violent": 1.59, "indoorsControlled": 3.04, "outdoors": 1.92, "vehicle": 1.47, "proximity": 3.33, "noise": 3.33, "hazardous": 2.04, "sitting": 1.88, "standing": 4.27, "walking": 3.21, "hands": 4.06, "protective": 4.38, "errorConsequence": 2.58, "freedom": 3.24, "exact": 4.32, "repeat": 3.87, "determineTasks": 3.36, "competition": 2.97, "timePressure": 4.22 }, "bls": { "soc": "53-7064", "title": "Packers and packagers, hand", "medianAnnualWage": 36280, "entryEducation": "No formal 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"53-7071.00", "title": "Gas Compressor and Gas Pumping Station Operators", "source": "Incumbent", "values": { "publicSpeaking": 2.45, "phone": 4.76, "faceToFace": 4.45, "contact": 4.07, "team": 4.51, "public": 2.36, "lead": 3.42, "conflict": 2.59, "angry": 2.5, "violent": 1.17, "indoorsControlled": 3.34, "outdoors": 4.83, "vehicle": 4.42, "proximity": 3.64, "noise": 4.7, "hazardous": 4.12, "sitting": 3.06, "standing": 3, "walking": 3.1, "hands": 3.65, "protective": 5, "errorConsequence": 4.41, "freedom": 4.3, "exact": 4.17, "repeat": 3.74, "determineTasks": 4.31, "competition": 3.11, "timePressure": 3.76 }, "bls": { "soc": "53-7071", "title": "Gas compressor and gas pumping station operators", "medianAnnualWage": 77320, "entryEducation": "High school diploma or equivalent", "noBachelors": true, "employment": 3.5, "employmentChangePercent": 2.1, "annualOpenings": 0.3 } }, { "soc": "53-7072.00", "title": "Pump Operators, Except Wellhead Pumpers", "source": "Incumbent", "values": { 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"angry": 2.52, "violent": 1.38, "indoorsControlled": 2.41, "outdoors": 4.97, "vehicle": 4.97, "proximity": 1.74, "noise": 4.3, "hazardous": 4.76, "sitting": 2.72, "standing": 2.95, "walking": 2.59, "hands": 3.38, "protective": 5, "errorConsequence": 3.67, "freedom": 4.51, "exact": 3.74, "repeat": 3.55, "determineTasks": 4.59, "competition": 3.2, "timePressure": 3.52 }, "bls": { "soc": "53-7073", "title": "Wellhead pumpers", "medianAnnualWage": 69960, "entryEducation": "High school diploma or equivalent", "noBachelors": true, "employment": 18.4, "employmentChangePercent": -2, "annualOpenings": 1.7 } }, { "soc": "53-7081.00", "title": "Refuse and Recyclable Material Collectors", "source": "Incumbent", "values": { "publicSpeaking": 1.06, "phone": 2.8, "faceToFace": 3.73, "contact": 3.61, "team": 2.93, "public": 2.78, "lead": 2.56, "conflict": 2.44, "angry": 2.91, "violent": 1.34, "indoorsControlled": 1.34, "outdoors": 4.89, "vehicle": 4.68, "proximity": 2.59, "noise": 3.58, "hazardous": 1.75, "sitting": 3.47, "standing": 3.09, "walking": 2.66, "hands": 4.15, "protective": 4.99, "errorConsequence": 3.17, "freedom": 3.91, "exact": 2.96, "repeat": 3.41, "determineTasks": 3.68, "competition": 2.65, "timePressure": 3.74 }, "bls": { "soc": "53-7081", "title": "Refuse and recyclable material collectors", "medianAnnualWage": 49690, "entryEducation": "No formal educational credential", "noBachelors": true, "employment": 156.4, "employmentChangePercent": 2.1, "annualOpenings": 15.5 } }, { "soc": "53-7121.00", "title": "Tank Car, Truck, and Ship Loaders", "source": "Incumbent", "values": { "publicSpeaking": 2.11, "phone": 4.39, "faceToFace": 4.84, "contact": 4.47, "team": 4.61, "public": 3.05, "lead": 4.07, "conflict": 3.71, "angry": 2.82, "violent": 1.3, "indoorsControlled": 2.63, "outdoors": 4.76, "vehicle": 4.24, "proximity": 3.46, "noise": 4.58, "hazardous": 4.65, "sitting": 2.48, "standing": 3.62, "walking": 3.49, "hands": 4.31, "protective": 4.94, "errorConsequence": 4.74, "freedom": 3.92, "exact": 4.46, "repeat": 4.45, "determineTasks": 3.89, "competition": 2.97, "timePressure": 4.47 }, "bls": { "soc": "53-7121", "title": "Tank car, truck, and ship loaders", "medianAnnualWage": 58870, "entryEducation": "No formal educational credential", "noBachelors": true, "employment": 12.8, "employmentChangePercent": 2.8, "annualOpenings": 1.3 } } ], "citation": { "title": "RoleSprint Work Context Index", "publisher": "RoleSprint", "version": "30.3-2026-09-05", "url": "https://rolesprint.io/work-context", "methodology": "https://rolesprint.io/work-context/methodology", "download": { "json": "https://rolesprint.io/data/work-context.json", "csv": "https://rolesprint.io/data/work-context.csv" }, "sources": [ "O*NET 30.3 Database, Work Context file, U.S. Department of Labor, Employment and Training Administration", "BLS Employment Projections, Table 1.2" ] } }