Summary
Job Description: An AI Engineer is sought by Normal Computing to develop and implement AI-powered solutions for real-world challenges in both semiconductor and industrial sectors. The role involves collaborating with cross-functional teams, staying current with the latest research and industry trends, and handling large datasets.
Requirements
- Proficiency in Python and experience with ML frameworks like PyTorch
- Familiarity with AWS SageMaker and deploying ML models from ideation to production
- Strong understanding of machine learning algorithms for anomaly detection, predictive analytics, and root cause analysis
- Experience and curiosity for Large Language Models (LLMs), Large Multi-modal Models (LMMs)
- Ability to handle and preprocess large datasets, including time-series and sensor data
- Proven track record of building ML methods to power products and solve complex problems
- Excellent problem-solving skills and a strategic mindset for identifying valuable solutions
Responsibilities
- Develop and implement state-of-the-art machine learning models and algorithms to solve complex problems in both semiconductor and industrial sectors
- Build and maintain robust data pipelines, including data collection, preprocessing, transformation, and feature engineering
- Explore Bayesian and non-Bayesian approaches to reliable deep learning for solving client problems
- Set up benchmarking tools and infrastructure to support rapid experimentation and iteration, with a clear path to production deployment
- Create client-relevant benchmarks to continually measure quality and robustness of solutions relative to baselines
- Architect systems around open source foundation models to process a variety of materials, including multi-modal PDFs, customer service logs, and tabular data
- Architect AI-powered applications with a focus on handling high latency, variance, and potential errors inherent in working with LLMs
- Collaborate with cross-functional teams to integrate AI solutions into our products and services
- Stay current with the latest research and industry trends in machine learning and AI
Preferred Qualifications
- Curiosity and excitement to learn across the company, essential for navigating a startup environment
- Transparent and open communication style
Benefits
- Equal Employment Opportunity Statement
- Normal Computing is committed to providing reasonable accommodations to individuals with disabilities
- Normal Computing is committed to maintaining privacy and will only collect, use, and store personal information for employment-related purposes in accordance with their Privacy Policy
