DATA ENGINEER (FOCUS ON MACHINE LEARNING)
Company: ALTA IT Services
Location: Saint Louis
Posted on: October 27, 2024
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Job Description:
Data Engineer - (Focus on Machine Learning) - Top Secret
Apply fast, check the full description by scrolling below to find
out the full requirements for this role.
Salary: $125,000/year $135,000
Location: St. Louis, MO
Clearance: Active Top Secret clearance
Work Environment: On-Site
HOW YOU WILL MAKE AN IMPACT:
Seize the opportunity to safeguard our nation's security while
leveraging cutting-edge technology. As a Machine Learning Engineer,
your work will contribute directly to protecting the country from
global threats. You will apply your expertise in AI, machine
learning, and computer vision to revolutionize the way intelligence
is processed and analyzed using geospatial data.
YOUR MISSION:
You will develop and deploy advanced multimodal deep learning
models to support critical GeoAI capabilities, enhancing analytical
workflows and addressing high-priority intelligence challenges.
Working at the forefront of State-of-the-Art (SOTA) Computer Vision
(CV) and Vision-Language Models (VLM), you will enable
sophisticated solutions such as image retrieval, segmentation,
AI-assisted labeling, and object detection using a variety of
geospatial datasets, including satellite imagery, full-motion video
(FMV), ground photos, and OpenStreetMap.
WHAT YOU BRING TO THE TEAM:
Education & Experience:
Bachelor's or Master's in Computer Science, Artificial
Intelligence, Machine Learning, Data Science, or equivalent
experience
5+ years of relevant experience in machine learning and AI
applications
Core Skills:
Advanced AI/ML Techniques: Expertise in transfer learning,
knowledge distillation, and fine-tuning of pre-trained models (CNNs
like ResNet/U-Net) for object detection, segmentation, and image
analysis, especially with satellite imagery.
Containerization: Strong background in developing secure,
containerized Python applications, with experience in hardening,
CI/CD automation, and deployment using technologies like Docker,
OpenShift, and Kubernetes.
Data Pipelines: Proficient in querying and retrieving geospatial
imagery through S3-compliant APIs and implementing common
preprocessing tasks using Boto3, NumPy, and other libraries.
Deep Learning: Proficiency in frameworks like PyTorch or
TensorFlow, focusing on optimizing deep learning models for
real-world intelligence applications.
GPU Computing: Experience leveraging GPU acceleration (CUDA) to
enhance computational efficiency in machine learning workflows.
Version Control: Expertise in GitLab and related version control
systems for collaborative development.
Bonus Skills:
Familiarity with Vision Transformers (ViT) such as DINO and
DeiT.
Experience with Hugging Face Transformers, XAI techniques, and
ONNX.
Knowledge of creating, managing, and deploying containerized
applications using OpenShift, Helm, and Kustomize.
Strong ability to communicate complex AI models, methodologies, and
results to both technical and non-technical stakeholders.
Experience with building and maintaining verification and
validation test benches for AI models.
WHY JOIN US?
At ALTA IT Services, you'll be part of an elite team, dedicated to
creating solutions that make a tangible difference in national
security. Here, your skills will help drive innovation in the
intelligence community and tackle challenges with immediate
real-world impact.
Take on the challenge of your career-apply today!
#M2
Keywords: ALTA IT Services, St. Louis , DATA ENGINEER (FOCUS ON MACHINE LEARNING), Engineering , Saint Louis, Missouri
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