Full-Time

Machine Learning Engineer

Updated on 5/31/2024

Govini

Govini

51-200 employees

AI-powered defense acquisition analytics platform

AI & Machine Learning
Data & Analytics
Aerospace

Mid

Pittsburgh, PA, USA

Required Skills
Kubernetes
Python
Data Science
Git
Data Structures & Algorithms
AWS
Natural Language Processing (NLP)
Data Analysis
Requirements
  • US Citizenship
  • Bachelor's, Master’s, or Doctorate in Computer Science, Computer Engineering, Data Science, or a related field
  • Minimum 3 years experience in hands-on development of machine learning models
  • Practical experience in building, developing, and productionizing machine learning systems
  • Advanced software skills in Python
  • Experience with common NLP algorithms and implementations
  • Hands-on experience with AWS and cloud infrastructure
  • Familiarity with Git source control management
  • Prior hands-on experience working with data-driven analytics
  • Ability to work collaboratively with little supervision
  • Desired: Current possession of a U.S. security clearance or the ability to obtain one with sponsorship
  • Desired: Experience in deploying ML models in Kubernetes environments
  • Desired: 2 years of experience developing and deploying modern NLP models
Responsibilities
  • Actively create, architect, and deliver state-of-the-art machine learning solutions
  • Establish meaningful criteria for evaluating algorithm performance and suitability
  • Develop clear software specifications for implementing trained models
  • Implement working, scalable, production-ready Machine Learning and AI Process Automation models and code
  • Optimize processes for maximum speed, performance, and accuracy
  • Participate in the end-to-end software development of new feature functionality and design capabilities
  • Craft clean, testable, and maintainable code
  • Keep up to date with Machine Learning best practices and evolving open-source frameworks
  • Regularly seek out innovation and continuous improvement
  • Collaborate closely with fellow software engineers, data scientists, data engineers, and QA engineers

Govini's flagship product, the Ark, leverages commercial data and artificial intelligence to address challenges in Defense Acquisition, including Supply Chain, Science and Technology, Production, Sustainment, and Modernization. The Ark streamlines manual processes, empowering the acquisition community to rapidly develop and deploy critical warfighting capabilities.

Company Stage

Series C

Total Funding

$26.3M

Headquarters

Arlington, Virginia

Founded

2011

Growth & Insights
Headcount

6 month growth

25%

1 year growth

46%

2 year growth

118%