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AI Sr Machine Learning Engineer

AI Sr Machine Learning Engineer

CompanyOccidental Petroleum
LocationHouston, TX, USA
Salary$Not Provided – $Not Provided
TypeFull-Time
DegreesBachelor’s
Experience LevelSenior, 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