Clinical Data Managers
Apply knowledge of health care and database management to analyze clinical data, and to identify and report trends.
- O*NET-SOC code
15-2051.02 - Preparation Job Zone Four: Considerable Preparation Needed
Wages
BLS doesn't publish wages for Clinical Data Managers separately. These are the figures for Data Scientists (15-2051), its parent occupation.
| 10th | 25th | Median | 75th | 90th |
|---|---|---|---|---|
| $67,240 | $85,660 | $120,230 | $158,880 | $199,130 |
By state (50)
| State | Employment | Median annual | Location quotient |
|---|---|---|---|
| Alabama | 1,740 | $103,120 | 0.49 |
| Alaska | 230 | $84,110 | 0.43 |
| Arizona | 4,560 | $107,240 | 0.83 |
| Arkansas | 530 | $109,390 | 0.24 |
| California | 39,310 | $141,590 | 1.28 |
| Colorado | 6,280 | $117,400 | 1.29 |
| Connecticut | 1,760 | $126,340 | 0.61 |
| Delaware | 770 | Not available | 0.94 |
| District of Columbia | 2,680 | $126,490 | 2.27 |
| Florida | 10,240 | $115,820 | 0.61 |
| Georgia | 9,260 | $104,340 | 1.12 |
| Hawaii | 300 | $102,130 | 0.29 |
| Idaho | 1,350 | $89,380 | 0.94 |
| Illinois | 10,520 | $106,560 | 1.02 |
| Indiana | 3,580 | $91,470 | 0.66 |
| Iowa | 2,300 | $95,830 | 0.87 |
| Kansas | 490 | $98,130 | 0.20 |
| Kentucky | 1,540 | $91,760 | 0.46 |
| Louisiana | 1,300 | $78,760 | 0.40 |
| Maine | 1,210 | $90,880 | 1.12 |
| Maryland | 3,340 | $136,370 | 0.72 |
| Massachusetts | 9,420 | $131,750 | 1.53 |
| Michigan | 7,360 | $100,590 | 0.99 |
| Minnesota | 4,020 | $128,800 | 0.81 |
| Mississippi | 440 | $69,490 | 0.23 |
| Missouri | 4,730 | $97,090 | 0.95 |
| Montana | 220 | $100,490 | 0.25 |
| Nebraska | 1,980 | $98,230 | 1.15 |
| Nevada | 1,680 | $98,540 | 0.64 |
| New Hampshire | 1,100 | $100,620 | 0.95 |
| New Jersey | 6,430 | $135,280 | 0.89 |
| New Mexico | 560 | $95,850 | 0.38 |
| New York | 23,970 | $130,460 | 1.47 |
| North Carolina | 11,430 | $119,090 | 1.37 |
| North Dakota | 210 | $81,900 | 0.29 |
| Ohio | 6,100 | $102,630 | 0.65 |
| Oklahoma | 1,900 | $86,310 | 0.66 |
| Oregon | 2,140 | $125,990 | 0.65 |
| Pennsylvania | 13,810 | $106,850 | 1.35 |
| Rhode Island | 1,160 | $102,440 | 1.37 |
| South Carolina | 3,750 | $91,990 | 0.96 |
| South Dakota | 220 | $96,150 | 0.29 |
| Tennessee | 2,790 | $100,330 | 0.50 |
| Texas | 25,860 | $122,090 | 1.09 |
| Utah | 4,360 | $108,090 | 1.49 |
| Vermont | 200 | $127,070 | 0.38 |
| Virginia | 8,920 | $126,430 | 1.29 |
| Washington | 9,600 | $163,350 | 1.60 |
| West Virginia | 390 | $85,090 | 0.33 |
| Wisconsin | 4,370 | $106,680 | 0.88 |
Similar occupations
Similarity is our measure: the cosine of importance x level over all 120 O*NET skills, knowledge areas and abilities. It is not an O*NET finding. More.
Circles are the 20 most similar occupations, coloured by Job Zone. Lines join pairs where one is among the other's 10 most similar; darker lines are pairs O*NET also lists as related. Drag a circle to move it out of the way; select one to open it.
| # | Occupation | Job Zone | Similarity |
|---|---|---|---|
| 1 | Health Informatics Specialists | 5 | 0.967 |
| 2 | Social Science Research Assistants | 4 | 0.966 |
| 3 | Biostatisticians | 5 | 0.960 |
| 4 | Business Intelligence Analysts | 4 | 0.959 |
| 5 | Clinical Research Coordinators | 4 | 0.959 |
| 6 | Computer Systems Analysts | 4 | 0.958 |
| 7 | Regulatory Affairs Specialists | 4 | 0.957 |
| 8 | Database Administrators | 4 | 0.957 |
| 9 | Data Warehousing Specialists | 4 | 0.955 |
| 10 | Computer and Information Systems Managers | 4 | 0.954 |
One skill away
Among the 50 occupations most similar to Clinical Data Managers, those at the same Job Zone or lower, where exactly one skill rated at least 3 in importance needs a level more than 0.75 points higher (on O*NET's 0-7 level scale). Our definition. Change the thresholds.
| Occupation | Skill to build | Level gap | Similarity |
|---|---|---|---|
| Social Science Research Assistants | Science | 1.13 | 0.966 |
| Clinical Research Coordinators | Service Orientation | 1.13 | 0.959 |
| Environmental Scientists and Specialists, Including Health | Science | 2.25 | 0.954 |
| Software Quality Assurance Analysts and Testers | Quality Control Analysis | 1.12 | 0.953 |
| Information Security Analysts | Operations Monitoring | 1.12 | 0.950 |
| Claims Adjusters, Examiners, and Investigators | Negotiation | 0.87 | 0.946 |
| Web Administrators | Quality Control Analysis | 0.88 | 0.943 |
| Bioinformatics Technicians | Science | 1.13 | 0.942 |
| Database Architects | Technology Design | 1.62 | 0.941 |
| Information Security Engineers | Operations Monitoring | 1.12 | 0.940 |
Software to learn next
Software used by at least 3 of the 20 occupations most similar to Clinical Data Managers, excluding software Clinical Data Managers already lists and any you named. Ranked by how many of them use it, weighted by how much more common it is among them than across all occupations (lift). Our ranking.
| Software | Similar jobs using it | Lift |
|---|---|---|
| StataCorp Stata | 13 of 20 | 11.1x |
| Perl | 13 of 20 | 9.1x |
| Integrated development environment IDE software | 10 of 20 | 17.1x |
| Tableau | 13 of 20 | 8.2x |
| Advanced business application programming ABAP | 9 of 20 | 18.1x |
| R | 14 of 20 | 6.3x |
| Qlik Tech QlikView | 11 of 20 | 10.4x |
| Oracle WebLogic Server | 9 of 20 | 16.6x |
| Unified modeling language UML | 9 of 20 | 16.6x |
| The MathWorks MATLAB | 14 of 20 | 5.8x |
Skills
From O*NET data. Importance is rated 1 to 5 and level 0 to 7.
| Skill | Type | Importance | Level |
|---|---|---|---|
| Critical Thinking | Essential skill | 4.00 | 4.25 |
| Reading Comprehension | Essential skill | 3.88 | 4.25 |
| Speaking | Essential skill | 3.88 | 4.00 |
| Active Listening | Essential skill | 3.88 | 3.88 |
| Writing | Essential skill | 3.75 | 4.00 |
| Monitoring | Essential skill | 3.62 | 4.12 |
| Active Learning | Essential skill | 3.62 | 4.00 |
| Mathematics | Essential skill | 3.50 | 3.88 |
| Complex Problem Solving | Transferable skill | 3.50 | 3.62 |
| Time Management | Transferable skill | 3.38 | 3.50 |
| Coordination | Transferable skill | 3.38 | 3.38 |
| Judgment and Decision Making | Transferable skill | 3.25 | 3.62 |
| Programming | Transferable skill | 3.25 | 3.62 |
| Systems Analysis | Transferable skill | 3.25 | 3.38 |
| Social Perceptiveness | Transferable skill | 3.12 | 3.50 |
| Systems Evaluation | Transferable skill | 3.12 | 3.38 |
| Instructing | Transferable skill | 3.00 | 3.75 |
| Management of Personnel Resources | Transferable skill | 3.00 | 3.38 |
| Learning Strategies | Essential skill | 2.88 | 3.25 |
| Operations Analysis | Transferable skill | 2.75 | 3.38 |
| Persuasion | Transferable skill | 2.75 | 2.62 |
| Service Orientation | Transferable skill | 2.75 | 2.62 |
| Quality Control Analysis | Transferable skill | 2.50 | 2.50 |
| Negotiation | Transferable skill | 2.50 | 2.38 |
| Science | Essential skill | 2.38 | 2.25 |
| Operations Monitoring | Transferable skill | 2.12 | 2.00 |
| Equipment Selection | Transferable skill | 1.88 | 1.50 |
| Management of Material Resources | Transferable skill | 1.88 | 1.50 |
| Management of Financial Resources | Transferable skill | 1.88 | 1.25 |
| Technology Design | Transferable skill | 1.75 | 1.38 |
| Operation and Control | Transferable skill | 1.75 | 1.25 |
| Troubleshooting | Transferable skill | 1.62 | 0.62 |
| Equipment Maintenance | Transferable skill | 1.00 | not rated |
| Installation | Transferable skill | 1.00 | not rated |
| Repairing | Transferable skill | 1.00 | not rated |
Knowledge (33) and abilities (52)
| Name | Importance | Level |
|---|---|---|
| English Language | 4.10 | 4.35 |
| Computers and Electronics | 3.95 | 4.75 |
| Customer and Personal Service | 3.70 | 4.30 |
| Mathematics | 3.20 | 3.85 |
| Medicine and Dentistry | 3.05 | 2.75 |
| Administration and Management | 2.95 | 3.65 |
| Education and Training | 2.75 | 4.00 |
| Administrative | 2.75 | 3.70 |
| Biology | 2.75 | 2.90 |
| Law and Government | 2.55 | 2.15 |
| Public Safety and Security | 2.25 | 1.85 |
| Engineering and Technology | 2.20 | 2.20 |
| Communications and Media | 2.10 | 1.70 |
| Design | 2.05 | 2.10 |
| Personnel and Human Resources | 2.00 | 2.20 |
| Psychology | 2.00 | 1.65 |
| Production and Processing | 1.90 | 1.45 |
| Telecommunications | 1.90 | 1.00 |
| Sociology and Anthropology | 1.65 | 1.05 |
| Sales and Marketing | 1.55 | 1.25 |
| Therapy and Counseling | 1.55 | 0.95 |
| Chemistry | 1.50 | 0.95 |
| Economics and Accounting | 1.45 | 0.90 |
| Mechanical | 1.45 | 0.70 |
| Building and Construction | 1.35 | not rated |
| Transportation | 1.35 | not rated |
| Geography | 1.30 | 1.05 |
| Foreign Language | 1.30 | 0.55 |
| Philosophy and Theology | 1.20 | not rated |
| Physics | 1.20 | not rated |
| History and Archeology | 1.05 | not rated |
| Fine Arts | 1.00 | not rated |
| Food Production | 1.00 | not rated |
| Name | Importance | Level |
|---|---|---|
| Deductive Reasoning | 4.12 | 4.25 |
| Information Ordering | 4.12 | 4.00 |
| Oral Comprehension | 4.00 | 4.25 |
| Written Comprehension | 4.00 | 4.25 |
| Oral Expression | 4.00 | 4.12 |
| Written Expression | 3.88 | 4.12 |
| Inductive Reasoning | 3.88 | 3.88 |
| Problem Sensitivity | 3.88 | 3.88 |
| Near Vision | 3.88 | 3.62 |
| Speech Clarity | 3.75 | 3.38 |
| Speech Recognition | 3.75 | 3.38 |
| Mathematical Reasoning | 3.38 | 3.62 |
| Category Flexibility | 3.25 | 3.88 |
| Fluency of Ideas | 3.12 | 3.50 |
| Flexibility of Closure | 3.12 | 3.25 |
| Number Facility | 3.12 | 3.25 |
| Originality | 3.00 | 3.38 |
| Selective Attention | 3.00 | 3.00 |
| Perceptual Speed | 2.88 | 3.00 |
| Speed of Closure | 2.62 | 2.75 |
| Memorization | 2.62 | 2.62 |
| Far Vision | 2.38 | 2.50 |
| Visualization | 2.25 | 2.12 |
| Time Sharing | 2.25 | 1.75 |
| Finger Dexterity | 1.88 | 1.62 |
| Auditory Attention | 1.88 | 0.88 |
| Hearing Sensitivity | 1.75 | 1.00 |
| Visual Color Discrimination | 1.75 | 0.88 |
| Wrist-Finger Speed | 1.75 | 0.88 |
| Trunk Strength | 1.62 | 0.88 |
| Arm-Hand Steadiness | 1.38 | 0.38 |
| Depth Perception | 1.38 | 0.38 |
| Dynamic Strength | 1.38 | 0.38 |
| Manual Dexterity | 1.38 | 0.38 |
| Control Precision | 1.25 | not rated |
| Dynamic Flexibility | 1.00 | not rated |
| Explosive Strength | 1.00 | not rated |
| Extent Flexibility | 1.00 | not rated |
| Glare Sensitivity | 1.00 | not rated |
| Gross Body Coordination | 1.00 | not rated |
| Gross Body Equilibrium | 1.00 | not rated |
| Multilimb Coordination | 1.00 | not rated |
| Night Vision | 1.00 | not rated |
| Peripheral Vision | 1.00 | not rated |
| Rate Control | 1.00 | not rated |
| Reaction Time | 1.00 | not rated |
| Response Orientation | 1.00 | not rated |
| Sound Localization | 1.00 | not rated |
| Spatial Orientation | 1.00 | not rated |
| Speed of Limb Movement | 1.00 | not rated |
| Stamina | 1.00 | not rated |
| Static Strength | 1.00 | not rated |
Software used
Examples from O*NET data. "Hot" and "in demand" are O*NET flags for technologies often listed in job postings.
- Epic Systems in demand
- Microsoft Excel in demand
- Microsoft Office software in demand
- Microsoft PowerPoint in demand
- Structured query language SQL in demand
- C# hot
- C++ hot
- Extensible markup language XML hot
- Go hot
- IBM SPSS Statistics hot
- MEDITECH software hot
- Microsoft Access hot
- Microsoft Project hot
- Microsoft SQL Server hot
- Microsoft SharePoint hot
- Microsoft Visio hot
- Microsoft Visual Basic hot
- Microsoft Word hot
- Oracle Java hot
- SAS hot
- Teradata Database hot
- 5AM Glassbox Translational Research
- Allscripts healthcare automation software
- Autocoders
- Citrix cloud computing software
- ClearTrial
- Clinical trial management software
- DZS Software Solutions ClinPlus
- Drug coding software
- Electronic data capture EDC software
All 55
- EpicCare Ambulatory Electronic Medical Records (EMR) software
- Fortress Medical Clindex
- InforSense InforSense
- Invivo Data EPX ePRO Management System
- KIKA Veracity
- Medidata Rave Data Management
- Merge Healthcare eTrials
- OpenClinica
- Oracle Clinical
- Oracle Remote Data Capture
- Oracle SQL Loader
- PPD eLoader
- Patient tracking software
- PercipEnz Technologies OnCore-Clinical Research Management OnCore-CRM
- Phase Forward Clintrial
- Relational database management software
- Relational database software
- SAP BusinessObjects Crystal Reports
- SAP Crystal Reports
- SAS JMP
- Sierra Scientific Software CRIS
- StudyManager Sponsor Edition
- SyMetric Sciences SyMetric
- TOPAZ Enterprise Software Suite
- ePharmaSolutions eMVR
Where it concentrates
BLS doesn't publish wages for Clinical Data Managers separately. These are the figures for Data Scientists (15-2051), its parent occupation.
Metro areas ranked by BLS location quotient: the occupation's share of the area's jobs divided by its share of all US jobs. Above 1 means more concentrated than the nation. Metros employing fewer than 100 are left out.
| Metro area | Employment | Location quotient | Median annual |
|---|---|---|---|
| Bloomington, IL | 590 | 4.00 | $120,760 |
| San Jose-Sunnyvale-Santa Clara, CA | 6,060 | 3.16 | $185,080 |
| San Francisco-Oakland-Fremont, CA | 10,460 | 2.61 | $170,110 |
| Seattle-Tacoma-Bellevue, WA | 8,370 | 2.38 | $164,740 |
| Durham-Chapel Hill, NC | 1,320 | 2.28 | $106,500 |
| Salt Lake City-Murray, UT | 2,970 | 2.13 | $114,990 |
| Charlotte-Concord-Gastonia, NC-SC | 4,420 | 1.93 | $132,460 |
| Madison, WI | 1,290 | 1.87 | Not available |
| Oshkosh-Neenah, WI | 290 | 1.85 | $100,920 |
| Des Moines-West Des Moines, IA | 1,240 | 1.82 | $103,030 |