Machine Learning Engineer Job at MDVIP LLC
Overview:Come join an innovative leader in the healthcare industry! MDVIP, based in Boca Raton, FL is seeking a Machine Learning Engineer who will work with business stakeholders and analysts to develop and analyze data and statistical models to predict business results and individual behavior. This role also partners cross-functionally with business to deliver breakthrough analytical solutions to support a winning strategy in a continually changing business environment.
This role reports to the Associate Director, BI & Analytics and supports the Information Technology team.
MDVIP has consistently been recognized as a Great Place to Work® employer since 2018. (Greatplacetowork.com/certified-company/MDVIP) and was named by Fortune and Great Place to Work® as one of the 2021 Best Workplaces in Healthcare & Biopharma™.
Responsibilities:
- Research, develop, implements and test machine learning algorithms, statistical models and software components to find state of the art solutions for the organization.
- Proficient in the model development process from conceptualization through data exploration, model selection validation and implementation: Code novel, production-level, reusable, interpretable models in R, Python, Java, C++, Scala, SQL, or other languages.
- Communicate data findings to both business and IT leaders to influence how an organization approaches and meet business challenges of an evolving customer base and changing marketplace, using strong business acumen.
- Maintain up-to-date knowledge of current technological standards, equipment, and practices. Implement innovative natural language processing (NLP), computer vision (CV), decision networks, neural networks, autonomous systems, and other ML-based regression and classification techniques.
- Strategize and identify unique opportunities to locate and collect new data, explore and mine data from many angles, and develop customized algorithms to solve analytical problems with incomplete data sets, and implement automated processes for efficiently producing scale models.
- Collaborate with stakeholders to understand the business requirement and evaluate the right features and techniques best suited to train and test the models. Use feature engineering to ensure features considered in the model for prediction accuracy.
- Automate predictive models in Azure cloud to execute based on the required frequency determined by business, minimizing manual intervention.
- Support existing models and train resources to maintain/troubleshoot automated ML/ statistical models in production.
This job profile is not designed to cover or contain a comprehensive listing of activities, duties or responsibilities that are required of the employee. Other duties, responsibilities and activities may change or be assigned at any time with or without notice.
Qualifications:Education / Experience / Knowledge
Bachelors degree in Statistics, Big Data Analytics, or equivalent studies where two years related experience equals one year of schooling. Master’s degree in these disciplines highly desired.
Required Skills and Experience:
Must have minimum 2 years of experience in related field
- Data science, data engineering, feature engineering, model lifecycle management and experience with cloud infrastructure
Must have minimum 3 years of experience in data mining and data analysis
- Strong analytical skills with the ability to collect, organize and analyze significant amounts of information with attention to detail and accuracy
- Advanced knowledge in developing analysis queries and procedures in SQL, SAS, BI tools or other analysis software
- Expertise in using Python, R, Deep learning in development and enhancement of models.
- Strong programming skills and ability to utilize a variety of data/analytic software languages/tools (e.g., SQL, SAS, R, S-plus, etc.)
- Experience working with end users, managers, customers, and other stakeholders to define needs and requirements
- Experience resolving data quality/integrity problems
- Ability to successfully communicate analytic results, business insights, and resulting business implications to non-technical business partners
- Project management – must be able to run projects occasionally as a secondary role
Preferred Skills and Experience:
- Background in Software Development Life Cycle (SDLC) to be able to manage or perform development duties.
- Experience in the healthcare industry, subscription/membership business, and B2B sales business.
- MS SQL Server
- Knowledge of github is a plus.
- Experience with Salesforce.com and Azure Machine Learning.
Corporate & Telecommuter based roles: This role is a corporate based role in Boca Raton, FL, but may be eligible and may be approved for Telecommuter work.
Additional information:
At no time may work be performed, or computer systems accessed, from outside of the U.S.
Individuals hired must be able to perform essential duties satisfactorily. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions.
MDVIP provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state, or local laws.
This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation, and training.
Consistent with our mission, purpose, and core values, MDVIP takes the health and safety of its employees very seriously. With the concern over the spread of the coronavirus or “COVID-19,”and its variants, MDVIP has, and will continue to take reasonable measures to mitigate the potential spread of COVID-19. Your recruiter will provide more information during the interview process.
Location: 4950 Communication Avenue,Suite 100, Boca Raton, FL 33431
Job Type: Full-time
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