Machine Learning Engineer
4 weeks ago
We are seeking a highly skilled Machine Learning Engineer to join our team at Irvine Technology Corporation. As a key member of our engineering team, you will be responsible for designing, developing, and deploying scalable machine learning models and infrastructure.
Key Responsibilities:
- Design and develop production-grade machine learning models with real-time inference, scalability, and reliability.
- Develop end-to-end scalable ML infrastructures using cloud platforms such as AWS, GCP, or Azure.
- Lead engineering efforts in creating and implementing methods and workflows for ML/GenAI model engineering, LLM advancements, and optimizing deployment frameworks.
- Develop AI pipelines for various data processing needs, including data ingestion, preprocessing, and search and retrieval.
- Collaborate with data scientists, data engineers, analytics teams, and DevOps teams to design and implement robust deployment pipelines for continuous improvement of machine learning models.
- Implement and optimize CI/CD pipelines for machine learning models, automating testing and deployment processes.
- Set up monitoring and logging solutions to track model performance, system health, and anomalies.
- Maintain clear and comprehensive documentation of ML Ops processes and configurations.
- Ensure machine learning systems meet security and compliance standards, including data protection and privacy regulations.
About Us:
Irvine Technology Corporation is a leading provider of technology and staffing solutions for IT, Security, Engineering, and Interactive Design disciplines. We pride ourselves in introducing our clients to our intimate network of business and technology leaders, bringing them opportunity coupled with personal growth and professional development.
We are an equal employment opportunity employer and comply with applicable state and local laws governing non-discrimination in employment.
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