Job Summary:
Danbury Mission Technologies is an advanced technologies company serving the U.S. military and intelligence community. The Senior Computer Vision AI/ML Engineer will lead a team in applying AI/ML algorithms to remote sensing problems, focusing on Automatic Target Recognition and Multimodal Data Fusion.
Responsibilities:
โข Leading a small team consisting of developers and researchers to implement AI/ML algorithms to solve computer vision problems in remote sensing
โข Analyzing and pre-processing large remote sensing datasets
โข Researching supervised and unsupervised ATR solutions for remote sensing
โข Researching the performance benefits of multimodal data fusion for ATR, under diverse data collection scenarios
โข Training, optimizing, and deploying deep learning CV models that provide analysts with actionable insights
โข Reviewing relevant publications to understand cutting edge concepts, break down key ideas to government customers, and apply to defense and commercial applications
โข Writing technical documentation supporting code, program capabilities and user-guides
Qualifications:
Required:
โข BS in machine learning, computer science, computer vision, mathematics, or relevant fields
โข 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
โข Experience selecting a technical AI/ML approach and then iterating/pivoting as needed to enhance performance
โข Experience with Python and any of the following Python machine learning frameworks: PyTorch, TensorFlow, Keras, PyTorch Lightning, scikit-learn / scikit-image, and/or OpenCV
โข Experience training wither convolutional-based CV models (e.g. YOLOv3-11, YOLOX) or transformer-based CV models (Vision Transformer, Swin, etc.)
โข Effective communicator with the ability to write and present technical reports both internally to the engineering team and externally to customers
โข 5+ years of experience, preferably in software development or as a data scientist with 3+ years of developing/training AI/ML models
โข Active TS/SCI U.S. Government Security Clearance
Preferred:
โข MS or PhD in machine learning, computer science, computer vision, mathematics, or relevant fields
โข Experience with Self-Supervised Learning (SSL) and student-teacher approaches (e.g., DINO, knowledge distillation, BYOL)
โข Experience with applying AI/ML algorithms to Image Segmentation, Super Resolution, Image Denoising, Image Restoration, and Multi-INT Fusion
โข Experience with Graph Convolutional Networks (GCNs) and applying them to CV-based problems
โข Experience working with image processing chains for any of the following domains: SAR, EO, and OPIR
โข Experience working with datasets of overhead imagery like xView, SpaceNet datasets, Functional Map of the World, xView3, MSTAR, HRSID, CAESAR, DOTA v1/v2, etc.
โข Familiarity with using AWS cloud computing resources such as EC2, S3, Lambda, etc.
โข Experience with version control processes and tools for code version control, data version control, and model version control
โข Experience with Linux
โข Experience with implementing tracking and fusion, and pattern-of-life algorithms
โข Experience in application deployment, virtualization, and containerization
โข Experience shaping and writing proposals
โข Active TS/SCI with a Counter Intelligence (CI) or recent Full-Scope Polygraph (FSP) U.S. Government Security Clearance
Company:
This page is no longer active. Visit ARKA.org. Founded in , the company is headquartered in Danbury, Connecticut, US, , with a team of 501-1000 employees. The company is currently Late Stage.