Premera is looking to improve customers' lives by making healthcare work better through the development and implementation of AI/ML solutions.
Requirements
- Bachelor's Degree in Computer Science, Statistics, Mathematics, or a related field, or 2+ years of experience in a related, professional IT/analytics position.
- Minimum of 3 years of industry experience in developing, deploying, and maintaining AI or ML systems.
- At least 4 years of experience in developing deep learning models using TensorFlow, PyTorch, MLX, JAX, or other modern deep learning frameworks.
- Knowledge of and experience in implementing ethical AI practices, with at least 2 years spent working on projects that require explainable AI, fairness, and bias mitigation.
- Minimum of 3 years of proficiency in utilizing advanced prompt engineering techniques like General Knowledge Prompting and ReAct.
- Minimum of 3 years of experience in successfully productionizing AI models, including constructing scalable data pipelines and establishing robust monitoring systems.
- 3 or more years working within Agile-like teams and environments.
Responsibilities
- Develop comprehensive systems and frameworks for AI applications and products.
- Construct prototypes and minimum viable products to validate AI/ML solutions before committing substantial resources.
- Develop, refine, and productionize AI systems using cloud resources such as Azure OpenAI, Azure ML, and Cognitive Services.
- Contribute to the creation of robust data pipelines for model evolution and production systems.
- Develop specifications for low latency APIs and services necessary to deploy AI models and incorporate them into applications.
- Supervise and sustain AI systems in production to guarantee consistent model accuracy and reliability.
- Actively participate in a team that exercises principled, agile-like development practices.
Other
- Bachelor's Degree in Computer Science, Statistics, Mathematics, or a related field, or 2+ years of experience in a related, professional IT/analytics position.
- Ability to keyboard and to communicate clearly and understandably in person and over the telephone.
- Ability to exert up to 10 lbs. of force occasionally and/or a negligible amount of force frequently or constantly to lift, carry, push, pull, or otherwise move objects, including the human body.
- Strong communication, collaboration, and mentorship skills.
- Growing ability to articulate the technical details and tradeoffs of AI solutions to non-technical stakeholders in a clear and concise manner.
