3 months ago
Base Salary
$126k - $264k/yr
Responsibilities
- Implement and productionize machine learning models and transform prototypes into production-ready systems.
- Automate ML workflows from data extraction, transformation, and loading through model deployment and monitoring.
- Create infrastructure, frameworks, metrics, and monitoring processes for deployed model performance.
- Evaluate and mitigate data quality, bias, fairness, security, and privacy issues affecting modeling.
- Integrate ML models into new and existing systems and address infrastructure, workflow, troubleshooting, and debugging issues.
- Develop, maintain, and refine internal tools, platforms, environments, and services.
- Write, test, review, document, and maintain efficient production code and codebases.
- Coordinate moderately complex projects, provide technical oversight, prioritize work, and adjust plans as needed.
- Collaborate across teams, coach and mentor junior team members, contribute to process improvements, and participate in candidate interviews.
Requirements
- Experience implementing machine learning models for production and converting ML prototypes into deployable systems.
- Knowledge of machine learning development, deployment, model monitoring, operational considerations, and production quality practices.
- Familiarity with machine learning frameworks, packages, and libraries such as PyTorch, TensorFlow, and Keras.
- Ability to develop code from scratch, troubleshoot and debug systems, maintain codebases, and apply version control, code review, and code delivery practices.
- Ability to assess data quality, bias, fairness, security, privacy, scalability, stability, and maintenance concerns.
- Ability to coordinate moderately complex work, provide technical oversight, collaborate with stakeholders, mentor colleagues, and contribute to hiring decisions.
- Ongoing familiarity with developments in machine learning and the ability to incorporate current knowledge into model development.
Benefits
- US hiring range is $126,200 to $264,100 per annum, with potential bonus, equity, and compensation deferral.
- Medical, dental, vision, disability, life, AD&D, flexible spending, commuter, parking, 401(k) with company match, paid time off, paid holidays, paid sick leave, parental leave, adoption assistance, employee stock purchase, financial planning, legal, and voluntary insurance benefits are offered.
- The role generally accepts applications for at least three calendar days from posting or while the job remains posted.
- Accessibility accommodations are available during the employment process.
Tech Stack
Categories
About Oracle
Oracle builds database technology, enterprise applications, and Oracle Cloud Infrastructure for companies and governments. Its business spans cloud subscriptions, software licenses, and support services across ERP, HCM, CX, and industry suites, plus NetSuite. Founded in 1977 and headquartered in Austin, Texas, Oracle is a public company traded on the NYSE and serves global customers migrating and running critical workloads in its cloud.