AI, Principal Engineer
synopsys
Job Description
- Designing, developing, and deploying advanced AI and machine learning models to address complex business challenges.
- Providing technical leadership and mentorship to junior engineers and data scientists, fostering best practices and innovation.
- Conducting research on the latest AI advancements and integrating cutting-edge techniques into Synopsys solutions.
- Collaborating with product managers, software engineers, and stakeholders to define requirements and deliver robust AI solutions.
- Performing data analysis, preprocessing, and feature engineering to optimize datasets for machine learning models.
- Training, validating, and fine-tuning ML models to ensure high performance and accuracy in production environments.
- Deploying and monitoring AI models, implementing improvements and ensuring operational excellence.
- Documenting AI algorithms, methodologies, and processes for reproducibility and knowledge sharing.
- Ensuring all AI solutions comply with ethical guidelines, data privacy regulations, and industry standards.