AI/ML Subject Matter Expert

General Dynamics Information Technology, Inc.

$164K — $189K *
Aerospace & Defense
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 5+ years of experience in data science or engineering roles
  • In-depth knowledge of analytical/statistical languages (Python, R, SQL)
  • 2+ years of experience with machine learning and AI model training
  • Experience with unstructured data manipulation and analysis
  • 2+ years of data visualization tool experience

Responsibilities

  • Lead modernization efforts for the analytic team
  • Deliver technical and management leadership on key projects
  • Establish goals and meet project objectives
  • Develop high-quality data systems and analytical products
  • Support existing data systems and enterprise reporting
  • Enhance the Enterprise Search application with multi-source integration
  • Contribute to AI/ML module development and research

Benefits

  • Variety of medical, dental, and vision plan options
  • 401(k) plan with company match and contribution options
  • Flexible work weeks and generous paid time off plans
  • Short and long-term disability and life insurance offerings
  • Regular review of benefits package to remain competitive
Full Job Description
Type of Requisition:
Regular

Clearance Level Must Currently Possess:
Secret

Clearance Level Must Be Able to Obtain:
Secret

Public Trust/Other Required:
None

Job Family:
Data Science and Data Engineering

Job Qualifications:

Skills:
Artificial Intelligence (AI), Data Science, Data Visualization
Certifications:
None
Experience:
5 + years of related experience
US Citizenship Required:
Yes

Job Description:

This position requires U.S. Citizenship and an active U.S. government Secret level security clearance or higher to be considered for this role.

Meaningful Work and Personal Impact
• Lead the Analytic team in modernization efforts
• Provide technical and management leadership on major tasks or technology assignments
• Establish goals and plans that meet project objectives
• Apply domain and expert technical knowledge with critical impact on overall project implementation
• Supervise others as needed to achieve mission goals
• Develop and deliver high-quality data systems, reports, analytical products, and features
• Provide O&M support for existing data systems including multi-source integrations and established extracts within the Enterprise Data Warehouse
• Support, update, and deliver enterprise reporting via PowerBI dashboards
• Design, develop, support, maintain, and enhance the Enterprise Search application integrating multi-source search results, APIs, BI functions, and OpenSearch features
• Contribute to AI/ML module development, maintenance, enhancement, research, and deployment for entity extraction and relationship analysis using rich unstructured datasets
• Support modernization of the agency's broader data ecosystem using evolving Cloud and non-Cloud technology stacks
• Follow Agile Scrum, Kanban, or other methodologies as directed by the customer

Hybrid Work Schedule / Location: Must be willing and able to work onsite in Fairfax County, VA 3 days a week and 2 days from home.

What You'll Need to Succeed

REQUIRED SKILLS
• BA/BS degree or 4 additional years of equivalent work experience
• 5+ years of in-depth knowledge of at least one analytical or statistical language (Python, R, SQL)
• 2+ years of custom Machine Learning and AI model training experience, including supervised and unsupervised learning, and NLP expertise focused on unstructured data
• Educational background in Data Science is a plus
• 3+ years of SQL database or coding experience
• 2+ years of experience with data visualization tools
• 2+ years of experience manipulating unstructured data

The likely salary range for this position is $164,382 - $189,750. This is not, however, a guarantee of compensation or salary. Rather, salary will be set based on experience, geographic location and possibly contractual requirements and could fall outside of this range.

Scheduled Weekly Hours:
40

Travel Required:
Less than 10%

Telecommuting Options:
Hybrid

Work Location:
USA VA Fairfax

Additional Work Locations:

Total Rewards at GDIT:
Our benefits package for all US-based employees includes a variety of medical plan options, some with Health Savings Accounts, dental plan options, a vision plan, and a 401(k) plan offering the ability to contribute both pre and post-tax dollars up to the IRS annual limits and receive a company match. To encourage work/life balance, GDIT offers employees full flex work weeks where possible and a variety of paid time off plans, including vacation, sick and personal time, holidays, paid parental, military, bereavement and jury duty leave. To ensure our employees are able to protect their income, other offerings such as short and long-term disability benefits, life, accidental death and dismemberment, personal accident, critical illness and business travel and accident insurance are provided or available. We regularly review our Total Rewards package to ensure our offerings are competitive and reflect what our employees have told us they value most.

Our Identity Verification Process:
As part of the hiring process, we will ask you to complete an identity verification process that leverages advanced biometrics and artificial intelligence to ensure authenticity and protect against identity fraud. You are expected to be on camera during virtual interviews. We reserve the right to take your picture to verify your identity and prevent fraud. By proceeding, you authorize the collection, processing, and use of your biometric data for identity verification and security purposes.

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