AI Engineer
Palo Alto, CA - USA
Job Summary
Job Summary:
We are seeking an AI Engineer to help bring machine learning and generative AI capabilities into real-world products and platforms. You will work at the intersection of data models and systems to deliver scalable production-ready AI solutions.
Responsibilities:- Select fine-tune (where needed) and integrate ML and foundation models into production systems.
- Design and manage the end-to-end ML lifecycle including data experimentation deployment and monitoring.
- Build robust evaluation frameworks to ensure model quality and performance.
- Apply relevant techniques in Natural Language Processing (NLP) Large Language Models (LLMs) or computer vision depending on the domain.
- Develop data pipelines feature engineering workflows and model serving infrastructure.
- Optimize performance cost and scalability across cloud and compute environments.
- Collaborate with cross-functional teams to deliver AI-powered features.
- Proficiency in Python and modern ML frameworks (e.g. PyTorch TensorFlow).
- Experience deploying ML models into production environments.
- Strong understanding of machine learning development and operationalization.
- Ability to ensure data and model quality through robust evaluation techniques.
- Familiarity with MLOps practices and tools.
- Experience in software engineering principles and practices.
- Knowledge of cloud platforms and their services related to AI and ML.
- Strong technical communication skills to convey complex concepts effectively.
- Bachelors or Masters degree in AI Computer Science Mathematics or a related field.