Note: The job is a remote job and is open to candidates in USA. Accenture Federal Services is dedicated to helping the US federal government enhance national security and public safety through innovative technology solutions. The AI/ML Engineer will develop and optimize machine learning models and frameworks, collaborating with teams to integrate these solutions into various applications.
Responsibilities
- Develop MLOps frameworks and workflows for a variety of domains and applications
- Deploy, maintain, and optimize ML models and data processes in a production environment
- Develop custom AI/ML algorithms that translate into mission value
- Conduct experiments, evaluate model performance, and fine-tune algorithms to improve accuracy and efficiency
- Collaborate with cross-functional teams to integrate AI/ML models into products and services
Skills
- Hands-on experience with scripting languages such as Python, Javascript or Rust
- Hands-on experience with developing machine learning models at scale from inception to business impact
- Hands-on experience with any major deep learning framework and libraries (Tensorflow, PyTorch, HuggingFace)
- Hands-on experience with MLOps and CI/CD toolset including MLFlow, WandB, Airflow, Kubeflow, Gitlab CI or DVC
- Hands-on experience developing and deploying machine learning pipelines in AWS, Azure or GCP
- Design and develop custom/novel architectures, define use cases, and develop methodology & benchmarks to evaluate different approaches
- Experience deploying, maintaining, testing, and optimizing ML models and data platforms in a production environment
- Experience working with and managing processing of large datasets and computational or analytic jobs
- Experience monitoring and triaging issues with data processes and tools
- Must be a U.S. Citizen (No Dual citizenship)
- Advanced Degree in computer science, technology, engineering, mathematics (STEM) related field, with Ph.D. preferred, but not required
Benefits
- Accenture Federal Services offers a wide variety of benefits. You can find more information on benefits here: https://www.accenture.com/us-en/careers/your-future-rewards-benefits
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