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Lead Machine Learning Engineer - remote

Chicago, IL, US•Posted Jul 12, 2023
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Company
Centene Corporation
Description
You could be the one who changes everything for our 28 million members by using technology to improve health outcomes around the world. As a diversified, national organization, Centene's technology professionals have access to competitive benefits including a fresh perspective on workplace flexibility.


Position Purpose Designs and develops scalable solutions using AI tools and machine-learning models. Performs research and testing to develop machine learning algorithms and predictive models. Utilizes big data computation and storage tools to create prototypes and datasets. Conducts model training and evaluation. Integrates, tests, tunes, and monitors solutions.


Leads the design, development, and research around complex Machine Learning (ML) systems, models, and schemes to apply to appropriate datasets for data modeling and statistical analysis


Identifies differences in data distribution that could affect model performance in real-world situations


Analyzes large and complex use cases of ML algorithms and apply findings to enable business decisions by deriving insights through data visualization


Leads the maintenance and support of ML/AI software platforms by reviewing and solving issues and running ML/AI models


Communicates business objectives and develop complex models that help to achieve them, along with metrics to track their progress


Leads the writing of complex software documentation and complex software code to extract data from a variety of databases and data sources


Manages available resources such as hardware, data, and personnel so that deadlines are met and deploy predictive models using established software patterns


Leads the analysis of the ML algorithms that could be used to solve a given problem and rank them by their success probability


Explores and visualizes data to gain an understanding of it and verify data quality, and/or ensure data quality via data cleaning


Analyzes errors of the model and implements strategies to overcome errors


Performs other duties as assigned


Complies with all policies and standards


Education/Experience A Bachelor's degree in a quantitative or business field (e.g., statistics, mathematics, engineering, computer science). Requires 5 – 7 years of related experience. Or equivalent experience acquired through accomplishments of applicable knowledge, duties, scope and skill reflective of the level of this position. Technical Skills Experience with one or more of the following C# (Programming Language); Database Design; Java (Programming Language); JavaScript (Programming Language); Machine Learning; Machine Learning Algorithms; Python (Programming Language); R (Programming Language); Software Engineering; SQL (Programming Language); Statistics required Experience with Continuous Integration; Linux; Predictive Modelling required Experience with Other compute clouds, creating database schemas, continuous deployment required Experience with Other Building ML/AI models using common methods within R and Python required Knowledge of Other Open CV Linux preferred Soft Skills Intermediate - Seeks to acquire knowledge in area of specialty Intermediate - Ability to identify basic problems and procedural irregularities, collect data, establish facts, and draw valid conclusions Intermediate - Ability to work independently Intermediate - Demonstrated analytical skills Intermediate - Demonstrated project management skills Intermediate - Demonstrates a high level of accuracy, even under pressure Intermediate - Demonstrates excellent judgment and decision making skills Intermediate - Ability to communicate and make recommendations to upper management Intermediate - Ability to drive multiple projects to successful completion Intermediate - Possesses technical aptitude


Our Comprehensive Benefits Package Flexible work solutions including remote options, hybrid work schedules and dress flexibility, Competitive pay, Paid time off including holidays, Health insurance coverage for you and your dependents, 401(k) and stock purchase plans, Tuition reimbursement and best-in-class training and development.


Centene is an equal opportunity employer that is committed to diversity, and values the ways in which we are different. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, veteran status, or other characteristic protected by applicable law.
Identifier
6efda6c774c3bfa22878f200d2983e79
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