Seeking a passionate, hands-on technical AI/ML engineer to join our growing team and solve exciting engineering problems in semiconductor space.
Requirements
- Design and Develop ML Models for high impact engineering solutions
- Build, train, and optimize machine learning and deep learning models to solve complex problems using natural language processing, computer vision, and predictive analytics
- Knowledge of python, Pytorch, agentic frameworks, Langchain, RAG, capability to understand and build deep learning models on cloud or on premises compute
- Data Collection and Preprocessing: Python preprocessing for structured and unstructured data [numeric, images, videos and documents)
- Feature Engineering: Identify, extract, and transform relevant features from raw data to improve model performance and interpretability.
- Model Evaluation and monitoring: Assess model accuracy and robustness using statistical metrics and validation techniques.
- Deployment and Integration: Knowledge of Kubernetes, Flask, Ray Serve, Azure Devops, ONNX, or cloud-based solutions.
- Research and Innovation: Stay abreast of the latest developments in AI/ML research and technologies.
- Documentation and Reporting: Create comprehensive documentation of model architecture, data sources, training processes, and evaluation metrics.
- Ethics and Compliance: Uphold ethical standards and ensure compliance with regulations governing data privacy, security, and responsible AI deployment.
Benefits
- Equal Opportunity Employer
- Consideration for employment without regard to race, color, religion, age, sex, sexual orientation, gender identity, national origin, disability, protected veteran status, or any other characteristic protected by law