Senior Computer Vision AI​/ML Engineer; TS​/SCI; S} Security Clearance

Position: Senior Computer Vision AI/ML Engineer (TS/SCI) {S} with Security Clearance
Location: Aurora

ARKA Group L.P. ("ARKA") is an advanced technologies company serving the U.S. military, intelligence community, and commercial space industry delivering next-generation solutions to support the national security space enterprise. Built on more than six decades of excellence, ARKA brings modern approaches and a culture of innovation to the challenges of today. Join the ARKA team to learn how Beyond Begins Here.

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Position Overview:

This position is for a Senior Computer Vision AI/ML Engineer. As a CV AI/ML Engineer, you will apply cutting-edge AI/ML-based Computer Vision algorithms to problems in remote sensing, including Automatic Target Recognition (ATR) and Multimodal Data Fusion for Electro-Optical (EO) and Synthetic Aperture RADAR (SAR). You will be responsible for maturing, optimizing, and deploying these algorithms to a cloud-hosted environment. You will also serve as a technical leader and will have the opportunity to guide a team of researchers and developers to see these algorithms from prototype to operations.

We offer generous relocation benefits for eligible candidates. In support of work/life balance, many positions are available for a flexible schedule within the pay period. Ask us about the opportunity for flex scheduling if that's of interest to you. Responsibilities:
As a CV AI/ML Engineer, your responsibilities include:
* Leading a small team consisting of developers and researchers to implement AI/ML algorithms to solve computer vision problems in remote sensing
* Analyzing and pre-processing large remote sensing datasets
* Researching supervised and unsupervised ATR solutions for remote sensing
* Researching the performance benefits of multimodal data fusion for ATR, under diverse data collection scenarios
* Training, optimizing, and deploying deep learning CV models that provide analysts with actionable insights
* Reviewing relevant publications to understand cutting edge concepts, break down key ideas to government customers, and apply to defense and commercial applications
* Writing technical documentation supporting code, program capabilities and user-guides

Required Qualifications:

* BS in machine learning, computer science, computer vision, mathematics, or relevant fields

* Experience leading an interdisciplinary team of researchers and software developers and working with a program manager to define project scope and schedule to ensure we meet project milestones as defined by our customers
* Experience selecting a technical AI/ML approach and then iterating/pivoting as needed to enhance performance
* Experience with Python and any of the following Python machine learning frameworks:
PyTorch, Tensor Flow, Keras, PyTorch Lightning, scikit-learn / scikit-image, and/or OpenCV
* Experience training wither convolutional-based CV models (e.g. YOLOv3-11, YOLOX) or transformer-based CV models (Vision Transformer, Swin, etc.)

* Effective communicator with the ability to write and present technical reports both internally to the engineering team and externally to customers
* 5+ years of experience, preferably in software development or as a data scientist with 3+ years of developing/training AI/ML models
* Active TS/SCI U.S. Government Security Clearance

Preferred Qualifications:

* MS or PhD in machine learning, computer science, computer vision, mathematics, or relevant fields
* Experience with Self-Supervised Learning (SSL) and student-teacher approaches (e.g., DINO, knowledge distillation, BYOL)
* Experience with applying AI/ML algorithms to Image Segmentation, Super Resolution, Image Denoising, Image Restoration, and Multi-INT Fusion
* Experience with Graph Convolutional Networks (GCNs) and applying them to CV-based problems
* Experience working with image processing chains for any of the following domains: SAR, EO, and OPIR
* Experience working with datasets of overhead imagery like xView, Space Net datasets, Functional Map of the World, xView3, MSTAR, HRSID, CAESAR, DOTA v1/v2, etc.
* Familiarity with using AWS cloud computing resources such as EC2, S3, Lambda, etc.
* Experience with version control processes and tools for code version control, data version control, and model version control
* Experience with Linux
* Experience with implementing tracking and fusion, and pattern-of-life algorithms
* Experience in application deployment, virtualization, and containerization
* Experience shaping and writing proposals
* Active TS/SCI with a Counter Intelligence (CI) or recent Full-Scope Polygraph (FSP) U.S. Government Security Clearance
Pay Range: $130,000 - $200,000 Your actual level and base salary will be determined on a case-by-case basis and may vary based on the following considerations: job-related knowledge and skills, education, and experience. The application window will close in 60 days for this position.

Location:

Aurora, CO Being situated at the foot of the Rocky Mountains, Aurora provides opportunities to enjoy all the beautiful nature that…