AI and ML Solution Architect
Core
Design, develop, and deploy scalable AI/ML solutions and algorithms to improve product performance and solve complex business problems.
Role type
Senior IC AI/ML Solution Architect
Builds
Integrated software algorithms, AI/ML products, and systems improvement projects
Domain
Enterprise technology, edge-to-cloud infrastructure
Deliverable
production ML models
Required skills
Machine learning algorithms, deep learning, Python, TensorFlow, PyTorch, statistical modeling, data mining, system architecture, model deployment, hyperparameter tuning
Preferred skills
Natural language processing, transfer learning, generative models, advanced neural network architectures, data visualization
Responsibilities
Research and experiment with cutting-edge AI/ML techniques; Collaborate with cross-functional teams to design scalable solutions; Develop and optimize ML models including data pre-processing and feature engineering; Deploy models into production environments; Integrate models with existing software systems; Monitor and fine-tune deployed model performance; Lead design review sessions and mentor junior team members; Deliver strategic presentations to senior stakeholders
Seniority
Senior, hands-on IC with leadership and mentoring responsibilities
