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Data MAC LCAT Table
| JAIC Data BPA Labor Category Descriptions | | | | | |
| Labor Category | Work Description/Functional Responsibility | Skill Level | Education Level | Minimum Years | Substitute for Minimum Education/Years |
| | Program Manager | Provide management, direction, administration, quality management, and leadership of the execution of the TO. The PM shall act as the overall lead, manager, and administrator for the effort. The PM shall direct efforts of cross-competency teams including Contractors at multiple locations and shall serve as the primary interface and POC with Government program authorities and representatives on technical and project issues. The PM shall be responsible for regularly briefing leadership on program status and milestones. The PM shall oversee Contractor personnel project operations by developing procedures, planning and directing execution of the contractual, technical, multi-disciplinary engineering, programming, maintenance, and administrative support effort, and monitoring and reporting progress. The PM shall manage acquisition and employment of project resources and control financial and administrative aspects of the project. |
| Senior/Lead | BA/BS with the following Certifications: | |
| PMP, FAC P/PM Level 3, DAWIA Level III Program Management | 10+ years | | |
| Data Architect III | Designs and builds relational databases for data storage or processing. Develops strategies for warehouse implementation, data acquisition, and archive recovery. Cleans and maintains the database by removing and deleting old data. May evaluate new data sources for adherence to the organization's quality standards and ease of integration. Relies on experience and judgment to plan and accomplish goals. Develops and documents organizational standards for Data Storage, Data Transformation, and Metadata Management. Performs a variety of tasks. Works under general supervision. A certain degree of creativity and latitude is required. Typically reports to a supervisor or manager. | Senior/Lead | BS in Computer Sciences, Information Systems, Engineering or other related technical or scientific discipline related to the task to be supported. | 8+ years |
| Data Architect II | Designs and builds relational databases for data storage or processing. Develops strategies for warehouse implementation, data acquisition, and archive recovery. Cleans and maintains the database by removing and deleting old data. May evaluate new data sources for adherence to the organization's quality standards and ease of integration. Relies on experience and judgment to plan and accomplish goals. Performs a variety of tasks. Works under general supervision. A certain degree of creativity and latitude is required. Typically reports to a supervisor or manager. | Intermediate/Mid-Level | BS in Computer Sciences, Information Systems, Engineering or other related technical or scientific discipline related to the task to be supported. | 4+ years |
| Data Architect I | Entry level position. Knowledge of requirements analysis, data base models and data visualization desired. Designs and builds relational databases for data storage or processing. Develops strategies for warehouse implementation, data acquisition, and archive recovery. Cleans and maintains the database by removing and deleting old data. May evaluate new data sources for adherence to the organization's quality standards and ease of integration. Has knowledge of commonly-used concepts, practices, and procedures within a particular field. Relies on instructions and pre-established guidelines to perform the functions of the job. Works under immediate supervision. Primary job functions do not typically require exercising independent judgment. Typically reports to a supervisor or manager. | Junior/Entry-Level | BS in Computer Sciences, Information Systems, Engineering or other related technical or scientific discipline related to the task to be supported. | <4 years |
Data Engineer III Develops and documents data pipelines for the ingest, transformation, and preparation of data for Artificial Intelligence applications. Designs and implements scalable technologies such as streaming transformation for joining, analyzing, and processing disparate data sets into features for predictive analytics. Develops API interfaces to facilitate data accessibility. Designs reusable standardized data pipelines. Leads major technical efforts and guides development teams to the best solution. Develops and documents organizational standards. Senior/Lead PhD or Masters Degree in Statistics, Mathematics, Computer Science, or related field
| 8+ years of relevant work experience | 8+ years | | | | |
| | Data Engineer II | Develops and documents data pipelines for the ingest, transformation, and preparation of data for Artificial Intelligence applications. Designs and implements scalable technologies such as streaming transformation for joining, analyzing, and processing disparate data sets into features for predictive analytics. Develops API interfaces to facilitate data accessibility. Designs reusable standardized data pipelines. | Intermediate/Mid-Level | Bachelors Degree in Statistics, Mathematics, Computer Science, or related field |
4-8 years of relevant work experience 4+ years
Data Scientist III Designs and Architects Artificial Intelligence and Data Science solutions using algorithmic and quantitative methods to meet the predictive analytics needs of the organization. Performs analysis and processing of data into feature sets for Data Science and Artificial Intelligence applications. Trains and maintains algorithmic AI models. Collects metrics and develops methods for quantitative measurement of algorithmic predictive power. Authors and implements organizational standards for integration of AI models into software solutions that meet organizational needs. Develops and authors organizational standards and guidelines for security and the ethical use of AI. Authors and presents white papers on Artificial Intelligence solutions. Senior/Lead Masters degree in a highly quantitative field (Computer Science, Machine Learning, Operational Research, Statistics, Mathematics, etc.) or equivalent professional or military experience
| 8+ years of industry experience in predictive modeling, data science, and analysis | 8+ years | | | | |
| | Data Scientist II | Designs and Architects Artificial Intelligence and Data Science solutions using algorithmic and quantitative methods to meet the predictive analytics needs of the organization. Performs analysis and processing of data into feature sets for Data Science and Artificial Intelligence applications. Trains and maintains algorithmic AI models. Collects metrics and develops methods for quantitative measurement of algorithmic predictive power. Designs standardized architecture to integrate AI models into software solutions that meet organizational needs. Takes measures to ensure adherance to organizational guidelines for security and the ethical use of AI. Authors and presents white papers on Artificial Intelligence solutions. | Intermediate/Mid-Level | Bachelors degree in a highly quantitative field (Computer Science, Machine Learning, Operational Research, Statistics, Mathematics, etc.) or equivalent professional or military experience |
| 4-8 years of industry experience in predictive modeling, data science, and analysis | 4+ years | | | | |
| | Data Scientist I | Develops Artificial Intelligence and Data Science solutions using algorithmic and quantitative methods to meet the predictive analytics needs of the organization. Performs analysis and processing of data into feature sets for Data Science and Artificial Intelligence applications. Trains and maintains algorithmic AI models. Collects metrics and develops methods for quantitative measurement of algorithmic predictive power. Helps to integrate AI models into software solutions that meet organizational needs. Takes measures to ensure adherance to organizational guidelines for security and the ethical use of AI. Documents technical solutions. | Junior/Entry-Level | Associates degree in a highly quantitative field (Computer Science, Machine Learning, Operational Research, Statistics, Mathematics, etc.) or equivalent professional or military experience |
| <4 years of industry experience in predictive modeling, data science, and analysis | <4 years | | | | | |
| | Data Labeler | | | | |
| | Data Labeler | Utilizes specialized labeling software and other applications to annotate data sets with accurate labels for AI applications. Draws bounding boxes on imagery and accurately labels data using defined ontologies. Requires good vision and general computer usage skills. | Junior/Entry-Level | N/A - is a bachelors reuqired as minimum? | ?? |
| | Cloud Architect | | | | |
| | Cloud Architect | Designs and implements enterprise infrastructure and platforms required for cloud computing. Analyzes system requirements and ensures that systems will be securely integrated with current applications. Has a deep understanding of system development in cloud environments, including Software as Service (SaaS), Platform as Service (PaaS), or Infrastructure as a Service (IaaS). Minimal supervision is required. | Intermediate/Mid-Level | Bachelor's Degree in ?? | 5+ years |