Full-Time

Senior Machine Learning Scientist

Confirmed live in the last 24 hours

STR

STR

501-1,000 employees

AI solutions for national security challenges

AI & Machine Learning
Defense

Senior

Arlington, VA, USA

Requires U.S. citizenship for active TS/SCI security clearance.

US Top Secret Clearance, US Citizenship Required

Category
Applied Machine Learning
Deep Learning
AI & Machine Learning
Required Skills
Python
NoSQL
Tensorflow
Pytorch
SQL
AWS
Development Operations (DevOps)
Requirements
  • Active TS/SCI security clearance (U.S. citizenship required)
  • BS, MS, or PhD in Computer Science, EE, Physics, Mathematics, or a related field (0-5+ years relevant experience depending on degree)
  • Proven experience in developing bespoke machine learning algorithms, particularly in high-dimensional multivariate complex-valued functions
  • Strong proficiency in Python, with expertise in libraries such as PyTorch, TensorFlow
  • Usage experience with cloud computing platforms, preferably AWS
  • Experience in database management, including SQL and NoSQL databases
  • Excellent understanding of mathematical concepts, including linear algebra, graph theory, and algebraic geometry
  • Knowledge of DevOps practices and CI/CD pipelines
Responsibilities
  • Lead the development of machine learning and deep learning algorithms for large-scale multimodal data fusion problems
  • Collaborate with other research scientists, software engineers, and mission partners to create robust solutions that leverage state-of-the-art deep learning and advanced data analysis techniques
  • Design and implement neural network architectures, including transformer-based architectures and autoencoders
  • Deep understanding of Generative AI (GenAI) models and reinforcement learning models to address specific business challenges
  • Lead a team of research scientists and software engineers, guiding project direction and ensuring successful project delivery
  • Stay up-to-date with the latest advancements in machine learning and artificial intelligence, and contribute to the development of novel algorithms and techniques
  • Work with large data sets in a parallel computing environment, utilizing tools such as AWS services (EC2, S3, etc.) for data storage and processing
  • Refactor and optimize existing software for improved performance and scalability.

STR develops AI-driven platforms to tackle national security challenges, primarily for government agencies. Their main product, the STR infokit platform, combines data science, AI algorithms, and DevOps practices to deliver real-time insights and decision support in complex environments. This platform can be applied in areas like command and control systems and object recognition. STR differentiates itself by focusing on creating resilient systems that integrate both artificial and human intelligence, enhancing decision-making capabilities against manipulation. The company's goal is to provide advanced technological solutions that ensure safety and security while fostering a culture of diversity and creativity among its employees.

Company Stage

Grant

Total Funding

$54.9M

Headquarters

Woburn, Massachusetts

Founded

2010

Growth & Insights
Headcount

6 month growth

26%

1 year growth

0%

2 year growth

26%
Simplify Jobs

Simplify's Take

What believers are saying

  • Working with government contracts ensures a stable revenue stream and long-term projects.
  • The company's commitment to diversity and inclusion fosters a creative and innovative work environment.
  • STR's focus on cutting-edge AI technologies offers employees the opportunity to work on impactful and high-stakes projects.

What critics are saying

  • The reliance on government contracts can make the company vulnerable to changes in government spending and policy.
  • Operating in the defense and security market may limit the company's ability to diversify its client base.

What makes STR unique

  • STR specializes in AI-driven platforms specifically tailored for national security, setting it apart from general AI companies.
  • The STR infokit platform's integration of data science, AI algorithms, and DevOps practices offers a comprehensive solution for real-time decision support, unlike competitors who may focus on only one aspect.
  • STR's focus on combining artificial and human intelligence to create resilient systems provides a unique advantage in resisting manipulation and deception.

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