Machine Learning Engineer 615
Freedom Technology Solutions GroupChantilly, Virginia, United States · Posted 5 months agoDescription
Freedom Technology Solutions Group is looking for a Machine Learning Engineer to lead an effort to bring its enterprise services into compliance with Federal data standards and formats. We are seeking analytical support to review, compare, and make recommendations for actions (data cleansing and transformation), as well as support data migration planning and coordination efforts. The right candidate will build a skills inventory, which will eventually integrate with other Sponsor’s systems, capturing both position skill requirements and competency levels, as well as personnel skill and competencies. The project manager will manage priorities.
The team shall work closely with systems engineers, database administrators, HR and Talent management, subject matter experts (SMEs), and project managers. The team shall perform a gap analysis of the following sub-tasks to include analyzing the current state, creating a baseline, identifying the gaps between what is known and what is needed, and developing an action plan to mitigate the gaps.
a) Review the Sponsor’s analysis of data sets.
b) Compare data sets against information contained in various HR and Talent Sponsor systems.
c) Review and map the Sponsor’s 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.
d) Review the Sponsor’s data cleansing status.
e) Preview mock cleansing to show previous and desired end states.
Responsibilities:
- Establish a repeatable process to periodically “scrape” and collect skills from a collection of Sponsor performance reviews.
- Comply with the Sponsor’s 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. The portable database will be transferrable to the process owner upon the completion of the implementation.
- Create a data migration plan to export collected skills and competencies into the Sponsor’s systems.
- Scrape, collate, and perform analysis of skill sets from open source, commercially available, and existing Sponsor 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 Sponsor service competency data for addition to the skill and competencies repository.
- Collaborate with other internal Sponsor offices to review, analyze, and update competency data from open source, commercially available, existing Sponsor databases, and applications, in addition to the skill and competencies repository.
- Evaluate the Sponsor's current Chatbot and Machine Learning (ML), Artificial Intelligence (AI) offerings, and integration methods, and provide a report on opportunities to integrate with the Sponsor's systems.
- Evaluate and assess the Sponsor’s planned system restructuring and its data integration impacts with a new external service provider.
- Work with the Sponsor's team supporting the system restructure to understand data standards required and the impact on the Sponsor’s OPM standardization efforts.
- Create a transition guide or Standard Operating Procesdures (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
Required Skills:
- Demonstrated experience designing, creating tables, views, relationships, and scripting (SQL) with database systems (e.g., Oracle, MySQL, PostgreSQL, SQL, NOSQL, and/or structured and unstructured data).
- Demonstrated experience with implementing and using extract, transform, and load (ETL) tools.
- Demonstrated experience implementing, using, and creating Data Application Programming Interfaces (APIs) or data services.
- Demonstrated experience with Python, Java, and Scala programming languages.
- Demonstrated experience implementing, using, and creating data visualizations.
- Demonstrated experience implementing, using, or creating ML/AI software, tools, and services.
- Demonstrated experience using or creating Amazon Web Services (AWS)-based analytic tools and services.
- Demonstrated experience using and implementing Apache Hadoop.
Desired Skills:
- Demonstrated experience with using and creating Tableau visualizations.
- Demonstrated experience with using and creating workspaces in Bluescape.
- Demonstrated experience working with data services in the Sponsor’s cloud environment.
- Demonstrated experience with the Sponsor’s HR data and database environment.
- Demonstrated experience using SharePoint, and adding and integrating content.
- Demonstrated knowledge of Agile Project Management Methodology.
Similar jobs
Est. 144,000 USD
Freedom Technology Solutions Group is currently seeking a Software Engineer Lead to work on a suite of services that will supply users with tools to automate a wide range of enterprise-wide applications and data centric…
Est. 118,000 USD
Freedom Technology Solutions Group is looking for a Data Scientist to apply and enhance their skills with developing, running, and analyzing results of complex queries against massive scale data stores. The candidate wil…
Est. 120,000 USD
Freedom Technology Solutions Group is seeking a motivated, career and customer-oriented Cyber Subject Matter Expert - Scientist to perform on our Cybersecurity Data Analysis Services team in the Springfield, VA. The Cybe…
Est. 124,000 USD
Freedom Technology Solutions Group is looking for an Applications Developer/ Software Engineer to add to our team based out of Virginia! This work is new and requires experience or familiarity with the following skillset…
Est. 141,000 USD
Freedom Technology Solutions Group is looking for a Cloud Solutions Architect to add to our growing team based out of Virginia! The ideal candidate has familiarity with the following skillsets: Programming Languages &…
Est. 110,000 USD
Freedom Technology Solutions Group is seeking a highly skilled Systems Administrator to support one of our partners in delivering secure, resilient, and mission-critical capabilities across a complex environment. This pr…
Est. 155,000 USD
Freedom Technology Solutions Group is seeking a Senior System Engineer. Our mission supports the Government Corporate Management Services (CMS) by providing full life cycle support services through the sustainment, moder…
Est. 250,000 USD
Join the team at Freedom Technology Solutions Group and elevate your career! Enjoy the perks of telecommuting and flexible scheduling. Don’t wait—submit your application today and embark on a thrilling professional journ…
Est. 125,000 USD
Join Our Mission-Focused Team — This Position Is Eligible for a $25,000 Welcome Bonus for Qualified Candidates! We are seeking a Senior System Administrator to join one of our Prime Contracts supporting the Government's…
Est. 55,000 USD
Freedom Technology Solutions Group is seeking a highly skilled Hardware Technician to support one of our important partners, delivering secure, resilient, and mission-critical capabilities across a complex environment. T…
Est. 124,000 USD
Freedom Technology Solutions Group is seeking a Senior Full Stack Web Application Developer in Herndon VA to work on a suite of services that will supply users with tools to automate a wide range of enterprise-wide appli…
Est. 140,000 USD
We are seeking a Junior Software Developer for one of our PRIME CONTRACTS and offers exciting opportunities to support essential services and mission critical activities across the enterprise. Our mission supports the Go…
Est. 124,000 USD
Freedom Technology Solutions Group is seeking a skilled and motivated Software Engineer to join our team on a prime contract supporting a mission-focused customer. In this role, you will develop cutting-edge geospatial a…
Est. 210,000 USD
We’re looking for a passionate DevOps Engineer / System Administrator to join our team and help drive the evolution of a modern infrastructure. This role is ideal for someone who thrives on automation, scalability, and b…
Est. 175,000 USD
We’re looking for a passionate DevOps Engineer / Cloud Platform Engineer to join our team and help drive the evolution of a modern infrastructure. This role is ideal for someone who thrives on automation, scalability, an…
Est. 95,000 USD
Freedom Technology Solutions Group is seeking a Business Process Analyst that will examine testing processes and workflows to find out how they can be improved or automated. They also help in facilitating process worksho…
Est. 140,000 USD
Freedom Technology Solutions Group is seeking a System Architect to provide support specializing in project and system integration to perform dataset collection and exploitation for the customers operational needs. This…
Est. 115,000 USD
Freedom Technology Solutions Group is seeking a Configuration Management Analyst to develop, maintain, and optimize system configuration processes, ensuring accurate configuration control, system integrity, and complianc…
Est. 124,000 USD
Freedom Technology Solutions Group is looking for a Cloud Engineer to accelerate mission delivery and connect mission partners with the power of commercially-driven cloud computing. The team brings multi-cloud solutions…
Est. 124,000 USD
Freedom Technology Solutions Group is seeking a Machine Learning Engineer to develop, deploy, and optimize production AI/ML capabilities supporting mission-critical geospatial and intelligence systems. You will work at t…
Est. 120,000 USD
Freedom Technology Solutions Group is seeking Program Integrator with who will be responsible for providing mission-critical training. This effort focuses on managing the suite of technologies supporting these training c…
Est. 124,000 USD
Freedom Technology Solutions Groups is looking to add a senior Software Engineer to the team! This position is fully onsite in St. Louis, MO. The ideal candidate must have demonstrated firsthand experience in at least th…
Est. 175,000 USD
Join a team that powers the business enterprise behind the mission. Freedom supports the sustainment, modernization, and transformation of more than 100 enterprise business systems that enable tens of thousands of govern…
Est. 110,000 USD
Freedom Technology Solutions Group is seeking a highly skilled Network Engineer to support one of our important partners, delivering secure, resilient, and mission-critical capabilities across a complex environment. This…
Est. 120,000 USD
Freedom Technology Solutions Group is looking to add an IT and Tech Ops Engineer to the team! The work environment is the force of choice for the development of global infrastructure and delivery of solutions that drive…
Est. 220,000 USD
Join Our Mission-Focused Team — This Position Is Eligible for a $25,000 Welcome Bonus for Qualified Candidates! Join a team that powers the business enterprise behind the mission. Freedom supports the sustainment, modern…
Est. 118,000 USD
Freedom Technology Solutions Group is seeking a Data Scientist to support mission-critical intelligence analysis and geospatial data exploitation. You will develop analytical models, statistical methodologies, and data-d…
Est. 124,000 USD
Freedom Technology Solutions Group is seeking a Cloud Developer to add to the team. The right candidate shall provide systems engineering and development support to help design and implement a new cloud-based solution to…
Est. 115,000 USD
Freedom Technology Solutions Group is looking for a Linux System Administrator (SA) to join our team at a customer site in McLean, VA to support a mission-critical geospatial data visualization application. The Linux SA…
Est. 114,000 USD
Freedom Technology Solutions Group is seeking a Full Stack Software Engineer to develop modern cloud-native applications supporting mission-critical intelligence and geospatial platforms. You will design, develop, and ma…