Lead Software Engineer-Machine Learning - Hybrid Opportunity
The Joint Commission
Internal Number: 5506
The AI CoE is a core group of highly specialized individuals whose mission is to transform our TJC business through AI/ML technologies. Our team helps the business by partnering and strategically advising them on identifying opportunities and applying AI/ML use cases to enhance business solutions and processes.
This is a hybrid opportunity. Our office is in Oak Brook Terrace, IL
Experience working with natural language data for classification, entity extraction, and/or ranking and information retrieval problems. (e.g., LSTMs, Transformers, TF-IDF, Topic modeling, etc.)
Experience in working with documents spanning various business domains
Implement machine learning algorithms and customized libraries
Assist internal stakeholders to research and procure data required for training models
Collaborate with data engineers and data scientists to develop data and model pipelines
Improve existing Machine Learning models through CI/CD process
Write production-level code and bring it to production, engage in code reviews
Use of problem-solving- advanced Analytics methodologies (ML/AI) knowledge to derive architecture of ML models and assist in development of new models
Responsible for ongoing operation for deployed production models
Assist Data Science team with development of complex tools - models or database builds
Working with Data Engineers & Data Scientists to ensure integrity & governance and routines
Provide inputs/stories and assist in prioritization of ML deployment sprints
Proficiency in major modelling environments, SciKit-Learn, PyTorch, TensorFlow and good fluency in supervised and unsupervised models and how to apply them (Natural Language Processing - Linear and Logistics Regression- Bayesian Statistics and Interference - Time series- - Deep Learning algorithms)
Minimum 5 years of experience in role delivering and supporting analytical capabilities.
Minimum 2 years' experience supporting ML models in a production cloud environment (Azure experience preferred)
Minimum 5 years working "hands-on" experience with analytical tools (preferably Azure ML- Power BI- SQL- Python)
Fluent in version control tools and practices (Git and Azure DevOps).
Project management experience and strong communication skills
Self-Starter- driven with high business process acumen
Team Player with a positive attitude and ability to work across different business stakeholder and technical teams to accomplish complex tasks
Experience working with database systems and analytical tools
Strong communication- problem-solving skills and a strong team player
Note: Employees are required to be fully vaccinated against COVID -19 as a condition for employment.
This job description is intended to describe the general nature and level of work performed by an employee assigned to this position. The description is not an exhaustive list of all duties, responsibilities, knowledge, skills, and abilities, and working conditions associated with this position. All requirements are subject to possible modification and reasonably accommodate individuals with disabilities.
The mission of The Joint Commission is to continuously improve health care for the public, in collaboration with other stakeholders, by evaluating health care organizations and inspiring them to excel in providing safe and effective care of the highest quality and value. Its vision is that all people always experience the safest, highest quality, best-value health care across all settings.