AI and ML Solution Architect
Core
Designing, developing, and deploying advanced machine learning models and algorithms to structure, analyze, and leverage data in product and systems applications.
Role type
Senior AI and ML Solution Architect
Builds
AI/ML products, solutions, and systems improvement projects for HPE's edge-to-cloud platform
Domain
Enterprise IT, Cloud Infrastructure, Artificial Intelligence
Deliverable
production ML models
Required skills
Deep learning (CNN, RNN, GAN), statistical modeling, Python, Java, C++, feature engineering, model training and evaluation, distributed computing frameworks, data pre-processing, algorithm optimization, technical leadership, cross-functional collaboration
Preferred skills
Research initiative leadership, open-source contributions, mentoring junior engineers, data visualization, software engineering best practices, agile development
Technologies
TensorFlow, PyTorch, sci-kit, Git, cloud services
Responsibilities
Develop organization-wide architectures for AI applications; design and deploy ML models including selection of techniques and evaluation; lead research initiatives to explore novel approaches; optimize algorithms and leverage distributed computing; provide technical leadership and mentorship to junior engineers; create high-level presentations for executive stakeholders
Seniority
Senior, hands-on IC with leadership responsibilities