Oracle Restaurants - Machine Learning Engineer

Oracle Restaurants - Machine Learning Engineer at Oracle in Boise, Idaho, United States Job Description Job Description Machine Learning Engineer Oracle Restaurants is looking for a machine learning engineer to build data-driven artificial intelligence systems that advance our predictive automation capabilities. The candidate should be highly skilled in statistics and programming, with the ability to assess, analyze, and organize large amounts of data. The candidate should also be able to execute tests and optimize machine learning models and algorithms. Objectives of this Role + Design and develop machine learning algorithms and deep learning applications and systems + Solve complex problems with multilayered data sets, and optimize existing machine learning libraries and frameworks + Collaborate with engineers and system architects on production systems and applications + Identify differences in data that could potentially affect model performance in real-world applications + Ensure algorithms generate accurate recommendations Career Level - IC4 Responsibilities Responsibilities: + Build data science prototypes and apply appropriate machine learning algorithms and tools + Run machine learning tests and experiments, and document findings and results + Train, retrain, and monitor machine learning systems and models as needed + Construct optimized data pipelines to feed machine learning models + Consult with managers to determine and refine machine learning objectives + Design and Build automation to identify and resolve system/application alerts for our Cloud Native applications & services + Identify & fix repetitive issues and identify opportunities for automation. Required Skills and Experience + Extensive math and computer skills, with a deep understanding of probability, statistics, and algorithms + Knowledge of machine learning frameworks, like Keras or PyTorch + Familiarity with data structures, data modeling, and software architecture + Strong experience with at least one scripting language such as Ruby, Python, JavaScript, or Bash + Skilled using monitoring tools such as ELK, Grafana, Prometheus, etc. + Proficient in CI/CD tools like Jenkins, CircleCI, GitLab CI/CD, GitHub Actions, etc. + BS in Computer Science, Software Engineering, Computer Engineering, or equivalent experience. Additional Skills and Experience + Working knowledge of containers and supporting tools like Docker, Podman, etc. + Experience operating Redis in production on Kubernetes or similar. + Prior experience solving automa To view full details and how to apply, please login or create a Job Seeker account