P10K - Accenture - AI/ML Computational Science Manager
Core
Design, build, and operationalize AI/ML solutions for enterprise clients, combining custom models with cloud and third-party services to deliver production-ready outcomes.
Role type
Senior IC AI/ML Computational Scientist
Builds
Production-ready AI/ML models, scalable data pipelines, and computational systems for enterprise clients
Domain
Enterprise consulting, Artificial Intelligence, Machine Learning, High-Performance Computing
Deliverable
production ML models
Required skills
Machine learning algorithm development, Deep Learning, Generative AI, Python, TensorFlow, Pytorch, LLM API optimization, Data preprocessing, DevOps & MLOps, System architecture, Data pipeline design
Preferred skills
Research and development of new AI algorithms, Edge device deployment, HPC simulations
Technologies
Python, TensorFlow, PyTorch, LLM APIs, Cloud platforms, DevOps tools, MLOps tools
Responsibilities
Formulate real-world problems into scalable AI/ML solutions; Develop and implement ML algorithms and computational systems; Design and build scalable data pipelines; Customize and apply Deep Learning and Gen AI models; Engage in R&D of new AI algorithms and simulations; Work with large-scale datasets and implement data storage mechanisms; Justify model value in business contexts; Collaborate with business and technical teams to integrate solutions into production.
