Accenture Federal Services is looking to solve the problem of helping the US federal government make the nation stronger and safer and life better for people by leveraging technology and ingenuity, specifically in the area of computer vision and machine learning model development and deployment.
Requirements
- Hands-on experience with computer vision libraries (e.g., OpenCV) and deep learning frameworks (e.g., PyTorch, TensorFlow)
- Proficiency with programming languages such as Python, C/C++ or Rust
- Strong understanding of CNNs, transformers and other advanced architectures and their applications in computer vision tasks
- Strong analytical and problem-solving skills
- Hands-on experience with developing computer vision models at scale from inception to business impact
- Design and develop custom/novel architectures, define use cases, and develop methodology & benchmarks to evaluate different approaches
- Hands-on experience with MLOps and CI/CD toolset including MLFlow, WandB, Airflow, Kubeflow, Gitlab CI or DVC
Responsibilities
- Develop, train, finetune and evaluate computer vision models in a wide range of topics, including geospatial, biometrics, 3D vision, semantic extraction, etc.
- Deploy, maintain, and optimize ML models and data processes in a production environment
- Develop custom Computer Vision (CV) algorithms that translate into mission value
- Create tools to provide feedback from production ML models and data processes
- Assist in the development and optimization of computer vision models using deep learning frameworks (e.g., PyTorch, TensorFlow).
- Collaborate with other scientists and engineers to build and deploy models for tasks such as object detection, image segmentation, classification, and tracking
- Stay up to date with the latest research and advancements in the field of computer vision and deep learning
Other
- Ability to work collaboratively in a team environment and take direction from senior team members
- U.S. Citizenship (No Dual citizenship)
- Advanced Degree in computer science, technology, engineering, mathematics (STEM) related field, with Ph.D. preferred, but not required
- Applicants for employment in the US must have work authorization that does not now or in the future require sponsorship of a visa for employment authorization in the United States.
