Morehouse School of Medicine (MSM) is a place of distinction, serving as the nation’s leading academic medical center for vulnerable populations. It’s also a place for passionate individuals looking to join a dedicated community working today to help prepare tomorrow’s leaders.
We exist to:
- Improve the health and well-being of individuals and communities;
- Increase the diversity of the health professional and scientific workforce;
- Address primary health care through programs in education, research, and service;
With emphasis on people of color and the under-served urban and rural populations in Georgia, the nation, and the world.
At Morehouse School of Medicine, we’re leading the creation and advancement of health equity. You will find a fulfilling career at MSM!
Posting Number: NONAC3390
Job Title: Machine Learning Engineer
Position Type: Non-Faculty
Number of vacancies: 1
Salary: Commensurate with experience
Department: Cardiovascular Research Institute (CVRI)
The dynamic role of the Machine Learning Engineer will wear several hats and have the opportunity to support the development of many academic medical innovation projects within the Cardiovascular Research Institute. This role will be responsible for designing, developing, and validating novel machine learning approaches for early prediction of chronic disease and other clinical conditions. Collaborate with experts in machine learning and distributed systems. Additionally, in this role, you will maintain current knowledge of developments in allied health sciences, modeling, and machine learning analysis, in conjunction with the use of technology to identify and evaluate new data science tools and methods to support current and future efforts. You will help develop machine learning models on real-time data and facilitate community-based participatory research, which is central to addressing the social determinants of health that impact disparities and the susceptibility of vulnerable populations to chronic disease.
Minimum Qualifications
- Bachelor’s or Masters in a Computer Science, Engineering, Mathematics or related field and a track record of producing high-quality research.
- Minimum of two (2) years of professional experience working with machine learning libraries and real-world data science problems.
- Experience putting models into production and monitoring their effectiveness.
- Must have the ability to express complex statistical concepts and technical information to researchers and non-scientific audiences.
- Problem solver with excellent analytical skills.
- A commitment to fostering and upholding an inclusive work environment.
Preferred Qualifications
- Minimum of five (5) years of experience in statistics, statistical methods, and statistical software.
- Experience leading projects and setting the technical direction.
- Prior publication of high-quality peer-reviewed research articles.
Experience in one or more of the following:
- Domain knowledge in biomedical informatics, healthcare, or a related field.
- Strong programming skills in Python, experience with machine learning frameworks (e.g., TensorFlow, PyTorch), and familiarity with cloud services (AWS, GCP, Azure).
- Experience using statistical software for analyses (e.g., Stata, SAS, R).
- Familiarity with biostatistics or principles of analyzing public health data.
- Experience working with and deploying machine learning models.
- Experience providing data management and analytic support for complex surveys, longitudinal cohort studies, and/or randomized controlled trials.
- Data ingestion pipelines, data analysis, data visualization, and the ability to learn other programming languages as needed.
Job Duties
- Design, development, and delivery of machine learning and deep learning solutions, including problem definition, data acquisition, exploration, training, testing, and evaluating machine learning models, and creating end-to-end pipelines and solutions in production.
- Manage multiple initiatives to create and improve the CVRI’s AI models and analytics.
- Responsible for working across the entire machine learning pipeline, including data exploration, feature engineering, model training, deployment, monitoring, and calibration/retraining.
- Collaborate closely with research faculty and staff, such as project managers, graphic artists, UX designers, other developers, systems analysts, and sales and marketing professionals.
- Develop automated systems and tools to process, clean, and verify data integrity.
- Provide analysis and support data interpretation to both technical experts and lay users of public health data that include structured and unstructured data, such as free text, images, and data of mixed types.
- Assist in monitoring data quality issues as they relate to user data products.
Pre-Employment/Employment Requirements
All offers of employment are contingent upon successful completion of all pre-employment screenings.
Immunization Requirements
It is MSM’s Immunization policy that all Prospective Employees are required to provide proof that they are vaccinated against COVID-19 prior to commencement of employment. If employment will commence during Flu Season, MSM requires all individuals to provide proof that they are vaccinated against Seasonal Influenza for the current Flu Season, unless granted an exemption. Failure to provide proof of vaccination for any required vaccines or obtain an exemption from MSM will result in rescission of a candidate’s offer of employment or disciplinary action up to and including termination.
Required Documents
- Cover Letter
- Curriculum Vitae or Resume
Optional Documents:
- Writing Sample
- Professional License
- Other Document
Our vision is to lead the creation and advancement of health equity.
Morehouse School of Medicine
720 Westview Drive
Atlanta, GA 30310
404-752-1500
Partner Site(s): Morehouse Healthcare
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