Software Engineer AI/ML Ops
About The Position
In new product design roles: develops and programs integrated software algorithms to structure, analyze and leverage data in product and systems applications in both structured and unstructured environments. Develops and communicates descriptive, diagnostic, predictive and prescriptive insights/algorithms. In product/systems improvement projects: uses machine language and statistical modeling techniques such as decision trees, logistic regression, Bayesian analysis and others to develop and evaluate algorithms to improve product/system performance, quality, data management and accuracy. In both theoretical development environments and specific product design, implementation and improvement environments, uses current programming language and technologies to translate algorithms and technical specifications into code. Completes programming and implements efficiencies, performs testing and debugging. Completes documentation and procedures for installation and maintenance. Applies deep learning technologies to give computers the capability to visualize, learn and respond to complex situations. Adapts machine learning to areas such as virtual reality, augmented reality, artificial intelligence, robotics and other products that allow users to have an interactive experience. Can work with large scale computing frameworks, data analysis systems and modeling environments. Employees in this role are expected to apply knowledge of experimental methodologies, statistics, optimization, probability theory and machine learning using code for tool building, statistical analysis and modeling, using both general purpose software and statistical languages Engineers involved with artificial intelligence initiatives may be an appropriate match to this job family.
Requirements
- Applies established knowledge of specific technical and/or operational practices
- Niche knowledge specialist
- Strong ability to adapt to changing priorities and requirements
- Successfully applies established principles, theories and practices to day-to-day activities
- Intermediate level professional
- Works to achieve results measurable on short and longer term operational focus
- Focus on feature and function of product/service
- Frequent operational/tactical influence
- Executes and explains/applies policies and processes
- Accountable to current year functional deliverables or results
- Budding innovator
- Applies playbook solutions to a variety of in-the-moment situations
- Proactively investigates and solves for expected as well as non-conforming issues
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What This Job Offers
Job Type
Full-time
Career Level
Mid Level
Education Level
No Education Listed
