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Expedition Technology

engineering opportunity

Machine Learning Engineer - R126

The candidate will develop and implement deep learning architectures and pipelines for novel national security applications. They will be responsible for the full lifecycle of machine learning systems, from data curation and model training to testing and deployment.

Herndon, Virginia, United StatesonsiteFULL_TIME

Posted

About the role

What will you do at Expedition Technology?

At Expedition Technology (EXP), we work on real-world problems whose solutions

will make an immediate impact on national security. If you desire an opportunity

where you will apply your deep learning and software engineering expertise to

challenging problems with no known solutions, EXP is the place to be!

Currently, we are seeking an experienced Deep Learning Software Engineer who

will work with a dynamic team that is delivering novel solutions to our Intel

Community. We’re looking for someone who has in-depth understanding of Deep

Learning architectures such as YOLO, RF-DETR, CLIP, DINO and other state of the

art object detection models and techniques. The candidate should feel

comfortable developing and testing end-to-end deployable systems; from

sourcing and curating data, building, training, and evaluating models, to

productizing final deliverables.

If you feel fulfilled by rolling up your sleeves and thinking about hard

problems, building and integrating learning-based algorithms and systems,

and delivering robust solutions in a fast paced but scientifically

rigorous environment, we want to hear from you!

Interested in joining our team? Here’s what you’ll need to succeed:

Responsibilities

  • include:
  • * Working in a team to develop deep learning architectures and pipelines for
  • novel applications
  • * Implementing solutions in Python (PyTorch)
  • * Delivering high-quality, carefully tested software
  • * Participate in team brainstorming sessions to shape innovative solutions
  • * Researching academic literature to keep abreast of the latest theories,
  • techniques, and tools
  • Required Skills and Experience:
  • * An active Secret clearance (TS/SCI preferred)
  • * US Citizenship – must be eligible to maintain a US-Government issued security
  • clearance of Top Secret or higher
  • * MS and 2+ years of experience or BS and 4+ years of experience in a technical
  • field such as Computer Science, Electrical Engineering, Physics,
  • Statistics, or Applied Mathematics
  • * Proven proficiency in PyTorch, TensorFlow, or other modern machine learning
  • framework
  • * Solid theoretical understanding of deep neural networks as well as its
  • applications, particularly in computer vision
  • * Proven experience architecting, training, testing, and deploying machine
  • learning solutions within an AWS environment
  • * Experience using collaborative source code management tools (Git)
  • * Strong technical presentation and writing skills
  • CLEARANCE REQUIRED: TOP SECRET/SCI

Which skills does this role require?

Deep LearningPythonObject DetectionYOLORF-DETRCLIPDINOSoftware EngineeringData CurationModel TrainingSystem DeploymentNational SecurityIntel CommunitySecurity ClearanceAlgorithmsApplied Mathematics

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