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Healthcare Machine Learning Jobs in Houston, TX (NOW HIRING)

Pwc

Payer Healthcare Data Scientist, Manager

Houston, TX · On-site

$99K - $232K/yr

  • Medical

  • Dental

  • Vision

  • Retirement

  • PTO

... and machine learning techniques to large-scale claims, clinical, and member data to surface ... care and improve population health outcomes for our payer clients. As a Manager, you will lead ...

Buckner Retirement Services

Cook Healthcare

Houston, TX · On-site

$13.25 - $18/hr

Work deals mostly with objects, equipment and/or machines where the job is at or within arm's reach. Depth perception and field of vision (peripheral) are of some importance. * Requires ability to ...

Buckner International

Cook Healthcare

Houston, TX · On-site

$13.25 - $18/hr

Work deals mostly with objects, equipment and/or machines where the job is at or within arm's reach. Depth perception and field of vision (peripheral) are of some importance. * Requires ability to ...

Buckner International

Cook Healthcare

Houston, TX

$13.25 - $18/hr

Work deals mostly with objects, equipment and/or machines where the job is at or within arm's reach. Depth perception and field of vision (peripheral) are of some importance. * Requires ability to ...

Buckner International

Cook Healthcare

Houston, TX

$13.25 - $18/hr

Work deals mostly with objects, equipment and/or machines where the job is at or within arm's reach. Depth perception and field of vision (peripheral) are of some importance. * Requires ability to ...

Americas Region

Healthcare Principal

Houston, TX · On-site

$240K - $290K/yr

  • Medical

  • Retirement

  • PTO

Our Houston office is looking for a principal with healthcare experience to join our growing team ... learning opportunities and many possibilities to have an impact through the work they do. We are ...

Arup

Healthcare Principal

Houston, TX · On-site

$240K - $290K/yr

  • Medical

  • Retirement

  • PTO

Our Houston office is looking for a principal with healthcare experience to join our growing team ... learning opportunities and many possibilities to have an impact through the work they do. We are ...

Milliman

Healthcare Data Analyst (MedInsight)

Houston, TX · On-site

  • Medical

  • Dental

  • Vision

  • Life

  • Retirement

  • PTO

This role is ideal for someone who enjoys solving complex data problems, learning new technologies ... Analyze large healthcare datasets using SQL, Databricks, Python, and other analytical tools.

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Showing results 21-40

All JobsHealthcare Machine Learning JobsHealthcare Machine Learning Jobs in Houston, TX

Healthcare Machine Learning information

See Houston, TX salary details

$10.5K

$93.6K

$153.3K

How much do healthcare machine learning jobs pay per year?

As of Aug 15, 2026, the average yearly pay for healthcare machine learning in Houston, TX is $93,587.00, according to ZipRecruiter salary data. Most workers in this role earn between $21,000.00 and $152,800.00 per year, depending on experience, location, and employer.

What are some common challenges faced by professionals working in healthcare machine learning?

Professionals in Healthcare Machine Learning often encounter challenges such as navigating complex, unstructured, or incomplete healthcare data while ensuring strict compliance with privacy regulations like HIPAA. They must also bridge the gap between technical requirements and clinical needs, collaborating closely with medical professionals who may not have a technical background. Additionally, validating and interpreting machine learning models for real-world clinical use adds another layer of complexity, as solutions must be both accurate and explainable. Overcoming these challenges requires strong technical skills, effective teamwork, and a commitment to ethical, patient-centered solutions.

What does machine learning do in healthcare?

Healthcare machine learning involves developing algorithms that analyze medical data to assist in diagnosis, treatment planning, and predicting patient outcomes. Professionals in this field use tools like Python and TensorFlow, and often require knowledge of medical terminology and data privacy regulations to improve healthcare delivery.

What is a healthcare machine learning?

A Healthcare Machine Learning job involves developing and applying machine learning models to analyze medical data and improve healthcare outcomes. Professionals in this role work with electronic health records, medical imaging, genomics, and other healthcare data to assist in disease prediction, diagnosis, and personalized treatments. They collaborate with clinicians, data scientists, and engineers to ensure models are clinically relevant and ethically sound. Strong knowledge of machine learning, data preprocessing, and regulatory compliance (such as HIPAA) is essential.

What are the key skills and qualifications needed to thrive in healthcare machine learning?

To thrive in Healthcare Machine Learning, you need strong expertise in data science, machine learning algorithms, and biomedical informatics, often supported by an advanced degree in computer science, statistics, or a related field. Familiarity with tools such as Python, TensorFlow, PyTorch, and healthcare data standards (like HL7 or FHIR) is highly beneficial, and certifications in data science or health informatics can provide an edge. Excellent problem-solving skills, attention to detail, and the ability to communicate complex technical concepts to diverse healthcare teams are valuable soft skills. These competencies are vital for developing robust, ethically sound machine learning solutions that improve clinical decision-making and patient outcomes.

What are popular job titles related to Healthcare Machine Learning jobs in Houston, TX?

For Healthcare Machine Learning jobs in Houston, TX, the most frequently searched job titles are:

What job categories do people searching Healthcare Machine Learning jobs in Houston, TX look for?

The top searched job categories for Healthcare Machine Learning jobs in Houston, TX are:

What cities near Houston, TX are hiring for Healthcare Machine Learning jobs?

Cities near Houston, TX with the most Healthcare Machine Learning job openings:

Healthcare Machine Learning jobs near you
Infographic showing various Healthcare Machine Learning job openings in Houston, TX as of August 2026, with employment types broken down into 46% Full Time, 27% Part Time, and 27% Contract. Highlights an 100% In-person job distribution, with an average salary of $93,587 per year, or $45 per hour.

Assistant Professor - Data Science (Trauma, Critical Care, and Healthcare Disparities Research)

Baylor College of Medicine

Houston, TX • On-site

Full-time

Re-posted 13 days ago

Baylor College of Medicine rating

8.0

Company rating: 8.0 out of 10

Based on 24 frontline employees who took The Breakroom Quiz

188th of 618 rated colleges and universities

Job description

Baylor College of Medicine and Department of Surgery

Baylor (www.bcm.edu) is recognized as one of the nation’s premier academic health science centers and is known for excellence in education, research, and healthcare and community service. Located in the heart of the world's largest medical center (Texas Medical Center), Baylor is affiliated with multiple educational, healthcare and research affiliates (Baylor Affiliates).

The Michael E. DeBakey Department of Surgery at Baylor College of Medicine and Harris Health Ben Taub Hospital are seeking an early-career PhD investigator at the rank of assistant professor or above who has training in data science that is applicable to trauma, surgical critical care, and/or health care disparities research. The investigator will provide data analysis and have a major role in the development and implementation of advanced analytic tools in a multidisciplinary team to design, develop, and create analytical solutions through applications of data mining, machine learning, artificial intelligence (AI), and emerging technologies. The investigator will join our growing Surgical Health Services Research Academy for Research and Education (SHARE) and will have access to surgical data from Baylor St. Luke's Medical Center and Harris Health Ben Taub Hospital. The investigator may have a joint appointment in the Michael E. DeBakey Department of Surgery at Baylor College of Medicine and The Baker Institute at Rice University.

Summary

The investigator will be is responsible for evaluating data quality, preparing data, generating insights, and developing and presenting high-impact data stories for quality improvement and other research projects using surgical data to improve trauma and critical care quality at Harris Health Ben Taub; collaborating with faculty and residents to disseminate these findings through intramural and extramural research efforts; developing grant proposals; and mentoring trainees.

Job Duties
  • Build and test statistical, optimization, and machine learning models, including regression, classification, clustering, natural language processing, deep learning, and/or statistical modeling using surgical data.
  • Develop algorithms and predictive models to solve critical business problems in trauma and surgical critical care. 
  • Provide statistical and advanced analytics expertise to develop plans for surgical care projects.
  • Work with surgical faculty and residents and other collaborators on data preparation, feature engineering, and model development choices to organize and deliver high quality care, prevent errors in the delivery of acute trauma and surgical care and implement safer and more efficient trauma and critical surgical care.
  • Contribute to health policy related to the implementation science of enhanced trauma and surgical critical care in partnership with the Baker Institute at Rice University.
Minimum Qualifications

Required Education and Experience:

  • Ph.D. in mathematics, computer science, statistics, engineering, or analytics is required in addition to 2 years of healthcare industry experience.
  • Successful track record of collaboration with clinical investigators and in interdisciplinary teams.
  • Successful track record of training students and postdoctoral fellows
  • Accomplished academic record sufficient to fulfill criteria for an assistant professor level faculty appointment at Baylor College of Medicine.

Baylor College of Medicine is an Equal Opportunity/Affirmative Action/Equal Access Employer.

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