Interactive Demo

{
   "code": "15-2051.00",
   "title": "Data Scientists",
   "tags": {
      "bright_outlook": true
   },
   "sample_of_military_titles": {
      "air_force": [
         "Geospatial Intelligence Analyst",
         "Operations Analysis Officer",
         "Operations Analysis Officer, Airlift",
         "Operations Analysis Officer, C2ISREW",
         "Operations Analysis Officer, General",
         "Operations Analysis Officer, RPA",
         "Operations Analysis Officer, Special Operations",
         "Operations Analysis Officer, Trainer",
         "Software Development Officer, Data Scientist",
         "Software Development Officer, Product Manager"
      ],
      "army": [
         "Cyber Capabilities Developer Technician",
         "Operations Research/Systems Analysis",
         "Trained Operations Research/System Analysis (ORSA)"
      ],
      "coast_guard": [
         "Operations Research and Data Analytics"
      ],
      "marine_corps": [
         "Data Systems Specialist",
         "Intelligence Data and Software Engineer",
         "Intelligence Technology and Data Chief",
         "Operations Analyst",
         "Operations Research Specialist"
      ],
      "navy": [
         "Maintenance and Material Management Data Analyst",
         "Mathematics Research Officer",
         "RL - Special Duty Officer - Cyber Warfare Engineer",
         "Statistical Data Analyst"
      ],
      "space_force": [
         "Software Development Officer",
         "Software Development Officer, Data Scientist"
      ]
   },
   "what_they_do": "Develop and implement a set of techniques or analytics applications to transform raw data into meaningful information using data-oriented programming languages and visualization software. Apply data mining, data modeling, natural language processing, and machine learning to extract and analyze information from large structured and unstructured datasets. Visualize, interpret, and report data findings. May create dynamic data reports.",
   "on_the_job": [
      "Analyze, manipulate, or process large sets of data using statistical software.",
      "Apply feature selection algorithms to models predicting outcomes of interest, such as sales, attrition, and healthcare use.",
      "Apply sampling techniques to determine groups to be surveyed or use complete enumeration methods."
   ],
   "word_cloud_terms": [
      "programming language",
      "data analysis",
      "machine learning",
      "information",
      "appropriate method",
      "dynamic data report",
      "research result",
      "natural language processing"
   ],
   "career_video": true,
   "contents": [
      {
         "href": "https://api-v2.onetcenter.org/veterans/careers/15-2051.00/in_the_military",
         "title": "In the military"
      },
      {
         "href": "https://api-v2.onetcenter.org/veterans/careers/15-2051.00/personality",
         "title": "Personality"
      },
      {
         "href": "https://api-v2.onetcenter.org/veterans/careers/15-2051.00/technology",
         "title": "Technology"
      },
      {
         "href": "https://api-v2.onetcenter.org/veterans/careers/15-2051.00/education",
         "title": "Education"
      },
      {
         "href": "https://api-v2.onetcenter.org/veterans/careers/15-2051.00/job_outlook",
         "title": "Job Outlook"
      },
      {
         "href": "https://api-v2.onetcenter.org/veterans/careers/15-2051.00/check_out_my_state",
         "title": "Check Out My State"
      },
      {
         "href": "https://api-v2.onetcenter.org/veterans/careers/15-2051.00/explore_more",
         "title": "Explore More"
      }
   ]
}