AI Sr Machine Learning Engineer
Company | Occidental Petroleum |
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Location | Houston, TX, USA |
Salary | $Not Provided – $Not Provided |
Type | Full-Time |
Degrees | Bachelor’s |
Experience Level | Senior, Expert or higher |
Requirements
- Bachelor’s degree in computer science, mathematics, physics, engineering or related field required
- A minimum of 7 years of experience and deep knowledge in orchestration methods and tools to optimally use computational infrastructure, and machine learning methods and algorithms
- Strong Python or R programming skills required
- Knowledge of Linux environment required
- Strong knowledge of Microsoft products (Excel, Project, PowerPoint, Word, Power BI)
- Experience developing, architecting, and running ML or deep learning workload in the Cloud
- Ability to express the intuition behind basic ML algorithms
- Experience performing basic hyper parameter optimization
- Ability to follow model training, deployment, and operational best practices
- Experience with Docker for containerization and Kubernetes for orchestration
- Knowledge of Terraform and Ansible for automating infrastructure management
- Knowledge of YAML for automating model and application code deployment
- Understanding of data engineering principles and databases (relational, NoSQL)
Responsibilities
- Design the right machine learning model architecture and model type
- Lead and coach a team of AI Machine Learning Operations Engineers with a highly engaging leadership style that positively influences their performance, productivity, and development
- Lead the design of the right machine learning model architecture and model type for particular applications
- Tune the hyper-parameters of algorithms
- Perform training and validation of models
- Create workflows to optimize performance for computationally heavy workloads
- Work with data scientists to improve the data and model for optimal accuracy
Preferred Qualifications
- Master’s degree is highly preferred
- Certified in Amazon Web services (AWS) cloud provider is highly preferred
- Ideally AWS certified in Machine Learning Specialty