As a Senior Machine Learning Engineer specializing in medical imaging within the Data Impact ... Deep proficiency in Python and PyTorch for model training and inference under GPU and memory ...
As a Senior Machine Learning Engineer specializing in medical imaging within the Data Impact ... Deep proficiency in Python and PyTorch for model training and inference under GPU and memory ...
As a Senior Machine Learning Engineer specializing in medical imaging within the Data Impact ... Deep proficiency in Python and PyTorch for model training and inference under GPU and memory ...
As a Senior Machine Learning Engineer specializing in medical imaging within the Data Impact ... Deep proficiency in Python and PyTorch for model training and inference under GPU and memory ...
Sr. Analytics Developer (Snowflake, Sigma, SQL, dbt, Python)
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$117K - $158K/yr
... AI and machine learning Experience * SQL: 8 Years (Required) * Snowflake: 4 Years (Required ... Python: 6 years (Required) * BI Tools (Sigma Computing, Tableau, Power BI, etc) : 6 Years (Required)
Sr. Analytics Developer (Snowflake, Sigma, SQL, dbt, Python)
Houston, TX · On-site
$117K - $158K/yr
... AI and machine learning Experience * SQL: 8 Years (Required) * Snowflake: 4 Years (Required ... Python: 6 years (Required) * BI Tools (Sigma Computing, Tableau, Power BI, etc) : 6 Years (Required)
Sr. Analytics Developer (Snowflake, Sigma, SQL, dbt, Python)
Houston, TX · On-site
$116K - $156K/yr
... AI and machine learning Experience * SQL: 8 Years (Required) * Snowflake: 4 Years (Required ... Python: 6 years (Required) * BI Tools (Sigma Computing, Tableau, Power BI, etc) : 6 Years (Required)
Sr. Analytics Developer (Snowflake, Sigma, SQL, dbt, Python)
Houston, TX · On-site
$116K - $156K/yr
... AI and machine learning Experience * SQL: 8 Years (Required) * Snowflake: 4 Years (Required ... Python: 6 years (Required) * BI Tools (Sigma Computing, Tableau, Power BI, etc) : 6 Years (Required)
Senior Machine Learning Engineer - Agentic AI
$99K - $137K/yr
As a Senior Machine Learning Engineer - Agentic AI within Data Impact & Governance , you will be at ... Strong proficiency in Python and integration of modern ML frameworks (e.g., PyTorch) with large ...
Senior Machine Learning Engineer - Agentic AI
$99K - $137K/yr
As a Senior Machine Learning Engineer - Agentic AI within Data Impact & Governance , you will be at ... Strong proficiency in Python and integration of modern ML frameworks (e.g., PyTorch) with large ...
Senior Machine Learning Engineer - Agentic AI
$99K - $137K/yr
As a Senior Machine Learning Engineer - Agentic AI within Data Impact & Governance, you will be at ... Strong proficiency in Python and integration of modern ML frameworks (e.g., PyTorch) with large ...
Senior Machine Learning Engineer - Agentic AI
$99K - $137K/yr
As a Senior Machine Learning Engineer - Agentic AI within Data Impact & Governance, you will be at ... Strong proficiency in Python and integration of modern ML frameworks (e.g., PyTorch) with large ...
Principal Machine Learning Engineer
$291K - $369K/yr
Solid proficiency in Python and deep learning frameworks (e.g., PyTorch, TensorFlow) * Experience translating research ideas into production systems. Preferred Qualifications: * Deep NLP ...
Principal Machine Learning Engineer
$291K - $369K/yr
Solid proficiency in Python and deep learning frameworks (e.g., PyTorch, TensorFlow) * Experience translating research ideas into production systems. Preferred Qualifications: * Deep NLP ...
Senior Machine Learning Engineer - Agentic AI
$99K - $137K/yr
As a Senior Machine Learning Engineer - Agentic AI within Data Impact & Governance , you will be at ... Strong proficiency in Python and integration of modern ML frameworks (e.g., PyTorch) with large ...
Senior Machine Learning Engineer - Agentic AI
$99K - $137K/yr
As a Senior Machine Learning Engineer - Agentic AI within Data Impact & Governance , you will be at ... Strong proficiency in Python and integration of modern ML frameworks (e.g., PyTorch) with large ...
Senior Machine Learning Engineer - Agentic AI
Houston, TX · On-site
$99K - $137K/yr
As a Senior Machine Learning Engineer - Agentic AI within Data Impact & Governance , you will be at ... Strong proficiency in Python and integration of modern ML frameworks (e.g., PyTorch) with large ...
Senior Machine Learning Engineer - Agentic AI
Houston, TX · On-site
$99K - $137K/yr
As a Senior Machine Learning Engineer - Agentic AI within Data Impact & Governance , you will be at ... Strong proficiency in Python and integration of modern ML frameworks (e.g., PyTorch) with large ...
We are looking for a Google Dialogflow Engineer with Python experience to join our US-based health ... Leverage natural language processing (NLP), LLM, and machine learning (ML) techniques, including ...
Quick apply
We are looking for a Google Dialogflow Engineer with Python experience to join our US-based health ... Leverage natural language processing (NLP), LLM, and machine learning (ML) techniques, including ...
We are looking for a Google Dialogflow Engineer with Python experience to join our US-based health ... Leverage natural language processing (NLP), LLM, and machine learning (ML) techniques, including ...
We are looking for a Google Dialogflow Engineer with Python experience to join our US-based health ... Leverage natural language processing (NLP), LLM, and machine learning (ML) techniques, including ...
Senior Data Scientist
Texas City, TX · On-site
Skills and Tools Required: - Strong proficiency in programming languages such as Python or R. - Experience with machine learning frameworks (e.g., TensorFlow, PyTorch, Scikit-learn). - Solid ...
Senior Data Scientist
Texas City, TX · On-site
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Texas City, TX · On-site
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Texas City, TX · On-site
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Senior AI/ML Engineer
Texas City, TX · On-site
$89K - $122K/yr
This role requires strong expertise in machine learning algorithms, deep learning frameworks, cloud ... Strong experience with Python and ML libraries such as TensorFlow, PyTorch, Scikit-learn, Keras ...
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Texas City, TX · On-site
$89K - $122K/yr
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Senior Data Scientist
Texas City, TX · On-site
Strong proficiency in programming languages such as Python or R. * Experience with machine learning frameworks (e.g., TensorFlow, PyTorch, Scikit-learn). * Solid understanding of statistical analysis ...
Senior Data Scientist
Texas City, TX · On-site
Strong proficiency in programming languages such as Python or R. * Experience with machine learning frameworks (e.g., TensorFlow, PyTorch, Scikit-learn). * Solid understanding of statistical analysis ...
AWS Python Lead Software Engineer
Houston, TX · On-site
$133K - $164K/yr
Skilled with Python and AWS. Understanding on data services side. AWS glue jobs, Snowflake ... of Machine Learning foundations : Performance /Accuracy Metrics, Hyper-parameters, Training ...
AWS Python Lead Software Engineer
Houston, TX · On-site
$133K - $164K/yr
Skilled with Python and AWS. Understanding on data services side. AWS glue jobs, Snowflake ... of Machine Learning foundations : Performance /Accuracy Metrics, Hyper-parameters, Training ...
Data Scientist - NLP & AI
Houston, TX · On-site
Proficiency in Python and scripting languages for NLP and machine learning development. * Strong understanding of clinical NLP techniques and experience with machine learning and deep learning models
Quick apply
Data Scientist - NLP & AI
Houston, TX · On-site
Proficiency in Python and scripting languages for NLP and machine learning development. * Strong understanding of clinical NLP techniques and experience with machine learning and deep learning models
You will work closely with senior software and machine learning engineers to deploy, monitor, and ... Python or another programming language such as Java, C#, or JavaScript. • Understanding of ...
You will work closely with senior software and machine learning engineers to deploy, monitor, and ... Python or another programming language such as Java, C#, or JavaScript. • Understanding of ...
Associate Data Scientist - Corporate & Institutional Banking
Houston, TX · On-site
$55K - $55K/yr
Proficiency in Python or R. Strong SQL skills and experience working with large datasets. Exposure to big data tools (e.g. Spark). Familiarity with Git or version control concepts. Machine Learning:
Associate Data Scientist - Corporate & Institutional Banking
Houston, TX · On-site
$55K - $55K/yr
Proficiency in Python or R. Strong SQL skills and experience working with large datasets. Exposure to big data tools (e.g. Spark). Familiarity with Git or version control concepts. Machine Learning:
Data Scientist
Houston, TX · On-site
Strong foundation in mathematics, statistics, and machine learning * Experience with exploring and extracting insights from multi-dimensional datasets * Proficiency in Python (clean, modular, well ...
Quick apply
Data Scientist
Houston, TX · On-site
Strong foundation in mathematics, statistics, and machine learning * Experience with exploring and extracting insights from multi-dimensional datasets * Proficiency in Python (clean, modular, well ...
Python Machine Learning information
See Houston, TX salary details
$12.24 - $18.39
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$12
$54
$79
How much do python machine learning jobs pay per hour?
Which 5 jobs will survive AI?
What is a $900,000 AI job?
What does a typical workday look like for a Python Machine Learning professional?
A typical workday for a Python Machine Learning professional often involves tasks like cleaning and pre-processing data, developing and training machine learning models, and evaluating their performance using statistical metrics. You'll collaborate with data engineers, data scientists, and product managers to understand business requirements and integrate models into production environments. Regularly, you'll participate in code reviews, team meetings, and troubleshooting sessions to optimize model performance and address any issues. This dynamic role requires both independent project work and frequent cross-functional collaboration to ensure that solutions meet real-world needs.
Can I learn AI in 3 months?
What is a Python Machine Learning job?
A Python Machine Learning job involves developing, training, and deploying machine learning models using Python. Professionals in this role work with libraries like TensorFlow, scikit-learn, and PyTorch to analyze data, build predictive models, and optimize algorithms. Responsibilities often include data preprocessing, feature engineering, model evaluation, and deploying models to production environments. These roles are commonly found in industries like finance, healthcare, and e-commerce, where data-driven decision-making is crucial.
What are the key skills and qualifications needed to thrive in the Python Machine Learning position, and why are they important?
To thrive as a Python Machine Learning professional, you need a strong background in statistics, programming (especially Python), data analysis, and machine learning algorithms, often supported by a degree in computer science, mathematics, or a related field. Proficiency in libraries and frameworks like scikit-learn, TensorFlow, PyTorch, and familiarity with data visualization and version control tools are highly valued, as are relevant certifications such as TensorFlow Developer or AWS Machine Learning. Strong problem-solving ability, effective communication, and teamwork skills are important for collaboration and translating technical findings to non-technical stakeholders. These competencies enable you to design, develop, and deploy robust machine learning models that drive business solutions and innovation.
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$99K - $137K/yr
Full-time
Medical, Dental, Retirement, PTO
Posted 4 days ago
MD Anderson Cancer Center rating
8.4
Based on 164 frontline employees who took The Breakroom Quiz
33rd of 875 rated healthcare providers
Job description
What's in it for you?
- Exceptional Benefits: MD Anderson provides paid medical benefits, generous PTO, and strong retirement plans, supporting your health, well-being, and long-term financial security.
- High-Impact Work: Your models will be used in real clinical workflows-helping clinicians detect disease, streamline operations, and support better outcomes for patients.
- Advanced Technical Environment: Work with large-scale imaging datasets, enterprise GPU infrastructure, distributed compute, and cutting-edge ML technologies-all within a governed clinical environment.
- Career Growth & Visibility: Collaborate closely with clinicians, data scientists, ML leadership, radiologists, and operational teams. Your work will influence institutional AI strategy and governance.
- Innovation with Responsibility: Help advance safe, ethical, and trustworthy AI practices in one of the world's leading cancer centers.
- Collaborative Culture: Be part of a mission-driven organization that values innovation, learning, and teamwork.
Summary
The Senior Machine Learning Engineer - Medical Imaging owns the full lifecycle of clinical computer vision models deployed across the enterprise. This includes defining clinical ML problems, designing and training models, conducting rigorous validation, deploying models into clinical environments, and ensuring ongoing performance and reliability in real-world workflows.
The role is intended for engineers experienced in deploying and operating medical imaging ML models in production-especially within regulated, clinical, or safety-sensitive settings. You will collaborate with multidisciplinary teams, investigate model performance issues such as distribution shift or protocol variability, and ensure responsible AI adoption through strong documentation, traceability, and governance alignment.
Major Work Activities
Core Responsibilities
- Own the full lifecycle of medical imaging ML models-from problem definition and model development to deployment, monitoring, maintenance, and retirement.
- Participate as a technical owner in formal governance, release, and incident review processes, with clear escalation paths and responsibilities.
- Translate clinical imaging use cases into deployable AI solutions with defined evaluation metrics, operating thresholds, and reproducible implementation strategies.
- Design and execute post-deployment monitoring, including detection and mitigation of model degradation due to distribution shift, scanner changes, or labeling variability.
- Collaborate with ML platform, data science, IT, and clinical operations teams to deploy and operate models in secure enterprise environments.
- Maintain responsible AI practices, ensuring traceability of data, models, experiments, and documentation of limitations and failure modes.
- Contribute to fallback, rollback, and model decommissioning strategies to support patient safety and operational continuity.
- Engage clinical, technical, and operational partners to support safe adoption and communicate model risks, behaviors, and performance.
- Mentor junior team members and contribute to best practices, review standards, and reproducible ML workflows.
Competencies
Technical Expertise
- Experience developing, deploying, and operating medical imaging ML models in regulated clinical environments.
- Ability to build imaging data pipelines involving DICOM workflows, dataset versioning, and distributed training.
- Deep proficiency in Python and PyTorch for model training and inference under GPU and memory constraints.
- Experience orchestrating ML workflows using Airflow, Prefect, or similar DAG-based systems.
- Skilled in deploying containerized ML workloads on enterprise cloud platforms such as Azure using Kubernetes.
- Understanding of audit-ready model tracking, lineage, and controlled promotion workflows.
Analytical Expertise
- Ability to scope medical imaging ML projects end to end, considering clinical and regulatory constraints.
- Experience designing validation strategies aligned with governance, regulatory expectations, and change control processes.
- Knowledge of healthcare data privacy requirements as they relate to medical imaging and clinical metadata.
- Ability to evaluate model performance quantitatively in the context of clinical workflows and operational realities.
- Experience engaging clinicians, patient safety, and business stakeholders to communicate model performance, impacts, and risk considerations.
- Ability to assess model generalizability and failure modes across scanners, sites, and populations.
Oral & Written Communication
- Collaborate effectively with data scientists, ML engineers, software teams, clinicians, and operational leaders to integrate imaging models into real workflows.
- Produce clear, comprehensive technical documentation including design specs, validation reports, and runbooks.
- Communicate project risks, timelines, and outcomes to leadership and governance bodies.
- Contribute to internal technical standards, best practices, and shared ML development frameworks.
- Present technical and non-technical updates clearly across multiple stakeholder groups.
Education Required: Bachelor's degree in Computer Science, Software Engineering, Data Science, Physics, Math & Statistics, or another related engineering discipline.
Preferred Education: Master's Degree or PHD with a concertation in Science, Engineering, or related field.
Experience Required: Five years of experience in machine learning engineering, data science, data engineering, and/or software engineering. With Master's degree, three years' experience required. With PhD, one year of experience required.
Preferred Experience:
- Experience operating medical imaging ML systems across multiple sites, scanners, or protocols, rather than a single controlled environment.
- Experience handling post-deployment failures, including performance degradation, clinical incidents, model updates, or corrective actions.
- Experience raising the technical bar for team members, such as establishing reproducibility practices, review standards, or shared patterns.
- Experience technically evaluating third-party medical imaging AI within clinical workflows.
The University of Texas MD Anderson Cancer Center offers excellent benefits, including medical, dental, paid time off, retirement, tuition benefits, educational opportunities, and individual and team recognition.
This position may be responsible for maintaining the security and integrity of critical infrastructure, as defined in Section 113.001(2) of the Texas Business and Commerce Code and therefore may require routine reviews and screening. The ability to satisfy and maintain all requirements necessary to ensure the continued security and integrity of such infrastructure is a condition of hire and continued employment.
It is the policy of The University of Texas MD Anderson Cancer Center to provide equal employment opportunity without regard to race, color, religion, age, national origin, sex, gender, sexual orientation, gender identity/expression, disability, protected veteran status, genetic information, or any other basis protected by institutional policy or by federal, state or local laws unless such distinction is required by law. http://www.mdanderson.org/about-us/legal-and-policy/legal-statements/eeo-affirmative-action.html
Additional Information
- Requisition ID: 178307
- Employment Status: Full-Time
- Employee Status: Regular
- Work Week: Days
- Minimum Salary: US Dollar (USD) 146,500
- Midpoint Salary: US Dollar (USD) 183,000
- Maximum Salary : US Dollar (USD) 219,500
- FLSA: exempt and not eligible for overtime pay
- Fund Type: Hard
- Work Location: Remote (within Texas only)
- Pivotal Position: Yes
- Referral Bonus Available?: Yes
- Relocation Assistance Available?: Yes
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What MD Anderson Cancer Center employees say
Pay
Benefits
Hours and flexibility
Workplace
Get the full story on Breakroom
About MD Anderson Cancer Center
Sourced by ZipRecruiter
Industry
Health care and social assistance
Company size
10,000+ Employees
Headquarters location
Houston, TX, US
Year founded
1944