Machine Learning Engineer
4 weeks ago
As a Machine Learning Engineer at Network and Data Solutions Integrators (NDSI), you will play a critical role in delivering cutting-edge solutions to complex problems. With a focus on geospatial AI, you will work on rapidly prototyping containerized multimodal deep learning solutions and associated data pipelines to enable GeoAI capabilities for improving analytic workflows and addressing key intelligence questions.
Key Responsibilities:
- Develop and implement State-of-the-Art (SOTA) Computer Vision (CV) and Vision Language Models (VLM) for conducting image retrieval, segmentation tasks, AI-assisted labeling, object detection, and visual question answering using geospatial datasets such as satellite and aerial imagery, full-motion video (FMV), ground photos, and OpenStreetMap.
- Collaborate with cross-functional teams to design and implement secure containerized Python applications, including hardening, scanning, and automating builds using CI/CD pipelines.
- Work with geospatial datasets to query and retrieve imagery from S3 compliant APIs, perform common image preprocessing, and optimize convolutional neural networks (CNN) for object detection or segmentation tasks using satellite imagery.
Requirements:
- Bachelor or Master's Degree in Computer Science, Artificial Intelligence, Machine Learning, Data Science, or equivalent experience in lieu of degree.
- 5+ years of experience in machine learning, computer vision, and geospatial AI.
- Strong programming skills in Python, with experience in deep learning frameworks such as PyTorch or Tensorflow.
- Experience with container orchestration using Kubernetes, OpenShift, and Helm.
- Knowledge of geospatial datasets, including satellite and aerial imagery, full-motion video (FMV), ground photos, and OpenStreetMap.
Preferred Skills:
- Experience with the HuggingFace Transformers library and hub.
- Knowledge of Explainable AI (XAI) techniques and Open Neural Net Exchange (ONNX).
- Experience with version control systems such as Gitlab.
Location: On Company Site
US Citizenship Required
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