Machine Learning Engineer

20 hours ago

Herndon, Virginia, United States Rapid Cycle Solutions LLC Full time
Job Title: Machine Learning Engineer

About the Role:
Rapid Cycle Solutions LLC (RCS) is seeking a skilled Machine Learning Engineer to review, compare, and make recommendations for actions (data cleansing and transformation), as well as support data migration planning and coordination efforts. The ideal candidate will have experience designing, creating tables, views, relationships, and scripting with database systems, implementing and using extract, transform, and load (ETL) tools, and implementing, using, and creating Data Application Programming Interfaces (APIs) or data services.

Key Responsibilities:
Review analysis of data sets
Compare data sets against information contained in various HR and Talent systems
Review and map the knowledge, skills, and abilities (KSAs) data sets to a variety of data sets pulled from various sources and identify structural differences between the fields in the various data sets
Review the data cleansing status
Establish a repeatable process to periodically 'scrape' and collect skills from a collection of performance reviews
Comply with the guidance and policies regarding the collection, analysis, and use of personal identifiable Information (PII)
Create an access-controlled collection of disparate data sources
Create an access-controlled database to store collected jobs, competencies, KSAs, and proficiency levels
Create a data migration plan to export collected skills and competencies into the systems
Scrape, collate, and perform analysis of skill sets from open source, commercially available, and existing databases and applications for addition to the skills repository
Scrape, gather, and analyze onboarding data to enrich the skill and competencies repository
Review and analyze all service competency data for addition to the skill and competencies repository
Collaborate with other internal offices to review, analyze, and update competency data from open source, commercially available, existing databases, and applications, in addition to the skill and competencies repository
Evaluate the current Chatbot and Machine Learning (ML), Artificial Intelligence (AI) offerings, and integration methods, and provide a report on opportunities to integrate with the systems
Shall evaluate and assess the planned system restructuring and its data integration impacts with a new external service provider
Work with the team supporting the system restructure to understand data standards required and the impact on the OPM standardization efforts
Will create a transition guide or Standard Operating Procedures (SOPs) of activities
Create and maintain documentation for a Skills Taxonomy Gap Analysis Report to include an assessment of the current state, proposed baseline of competencies and KSAs, identification of missing data, and an action plan for gap mitigation
Create and maintain documentation of methodologies and tools used to accomplish the Scope of Work (SOW)
Create and maintain documentation related to system access to database(s), systems used, and databases accessed to perform the work
Create and maintain a list of Internal and External Key Contacts, to include names and contact information
Create and maintain documentation regarding concerns, risks, and issues regarding data, storage, tools, and access
Create and maintain documentation regarding the status of deliverables and open actions

Requirements:
Clearance: Active TS/SCI clearance with Polygraph
Designing, creating tables, views, relationships, and scripting (SQL) with database systems (e.g., Oracle, MySQL, PostgreSQL, SQL, NOSQL, and/or structured and unstructured data)
Implementing and using extract, transform, and load (ETL) tools
Implementing, using, and creating Data Application Programming Interfaces (APIs) or data services
Python, Java, and Scala programming languages
Implementing, using, or creating data visualizations
Implementing, using, or creating ML/AI software, tools, and services
Using or creating Amazon Web Services (AWS)-based analytic tools and services
Using and implementing Apache Hadoop

Nice to Have Qualifications:
Using and creating Tableau visualizations
Using and creating workspaces in Bluescape
Working with data services in the cloud environment
HR data and database environment
SharePoint, and adding and integrating content
Agile Project Management Methodology

About RCS:
Rapid Cycle Solutions LLC (RCS) is an innovative small business providing IT and management consulting services to the U.S. Federal Government and commercial clients. We have unique strengths in complex, cross-organizational solution analysis, design, development, implementation, and change management supporting enterprise requirements. Our team of professionals has deep consulting backgrounds supporting the unique needs of our clients. Our team members have proven experience leading strategic initiatives within the civilian Government agencies.

Equal Employment Opportunity:
RCS is an equal employment opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, disability status, protected veteran status, or any other characteristic protected by law.

E-Verify:
Our company uses E-Verify to confirm the employment eligibility of all newly hired employees. To learn more about E-Verify, including your rights and responsibilities as an applicant, please visit www.dhs.gov/E-Verify

Drug-Free Workplace:
All RCS work locations are drug-free workplaces.

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