... machine learning methods in clinical medicine. The role involves leading research projects, mentoring trainees, and collaborating with interdisciplinary teams to improve outcomes in acute care ...
... machine learning methods in clinical medicine. The role involves leading research projects, mentoring trainees, and collaborating with interdisciplinary teams to improve outcomes in acute care ...
Technician Trainee
$29.79 - $48.74/hr
PAPE' MACHINERY, INC. - CONSTRUCTION & FORESTRY DIVISION - FREMONT, CA TECHNICIAN TRAINEE : Do you ... your role and continued learning to grow your skills. The Pape' Group maintains a drug-free ...
Quick apply
Technician Trainee
$29.79 - $48.74/hr
PAPE' MACHINERY, INC. - CONSTRUCTION & FORESTRY DIVISION - FREMONT, CA TECHNICIAN TRAINEE : Do you ... your role and continued learning to grow your skills. The Pape' Group maintains a drug-free ...
Staff Scientist
Stanford, CA · On-site
... mentoring trainees in the lab. Responsibilities : • Propose, conceptualize, design, implement ... machine learning • Bachelor's degree and five years of relevant experience, or a combination of ...
Staff Scientist
Stanford, CA · On-site
... mentoring trainees in the lab. Responsibilities : • Propose, conceptualize, design, implement ... machine learning • Bachelor's degree and five years of relevant experience, or a combination of ...
Assistant Professional Researcher position available in the Dept. of Laboratory Medicine, University
San Francisco, CA · On-site
... in machine learning approaches. This role will work in close collaboration with the clinical ... scientist trainees in the group. Extensive opportunities are available for participating in ...
Assistant Professional Researcher position available in the Dept. of Laboratory Medicine, University
San Francisco, CA · On-site
... in machine learning approaches. This role will work in close collaboration with the clinical ... scientist trainees in the group. Extensive opportunities are available for participating in ...
... machine learning and statistical pipelines. * Own the Data Lifecycle: Design, implement, and ... trainees on data management procedures, quality standards, data governance requirements, and best ...
... machine learning and statistical pipelines. * Own the Data Lifecycle: Design, implement, and ... trainees on data management procedures, quality standards, data governance requirements, and best ...
Biostatistician 2
$115K - $134K/yr
... machine learning, and experience in working with Cosmos, MarketScan, and CMS claims data. Duties ... junior analysts, and trainees in medicine, economics, and public health studies Constructing ...
Biostatistician 2
$115K - $134K/yr
... machine learning, and experience in working with Cosmos, MarketScan, and CMS claims data. Duties ... junior analysts, and trainees in medicine, economics, and public health studies Constructing ...
Biostatistician 2
Stanford, CA · On-site
$115K - $134K/yr
... machine learning, and experience in working with Cosmos, MarketScan, and CMS claims data. Duties ... and trainees in medicine, economics, and public health studies • Constructing complex data ...
Biostatistician 2
Stanford, CA · On-site
$115K - $134K/yr
... machine learning, and experience in working with Cosmos, MarketScan, and CMS claims data. Duties ... and trainees in medicine, economics, and public health studies • Constructing complex data ...
Department of Epidemiology and Biostatistics Faculty Position - Epidemiology Assistant or Associate
San Francisco, CA · On-site
$121K - $189K/yr
... levels of trainees; and contribute to departmental and university service. Qualifications ... machine learning), and how test results and prediction rules can guide clinical decisions (i.e ...
Department of Epidemiology and Biostatistics Faculty Position - Epidemiology Assistant or Associate
San Francisco, CA · On-site
$121K - $189K/yr
... levels of trainees; and contribute to departmental and university service. Qualifications ... machine learning), and how test results and prediction rules can guide clinical decisions (i.e ...
HS Clin/ClinX/In Res - Assistant, Associate, Full Professor
San Francisco, CA · On-site
$149K - $393K/yr
The opportunity also includes approximately one half day per week supervising trainees in the ... machine learning, clinical trials, hidradenitis suppurativa, connective tissue disease, and hair ...
HS Clin/ClinX/In Res - Assistant, Associate, Full Professor
San Francisco, CA · On-site
$149K - $393K/yr
The opportunity also includes approximately one half day per week supervising trainees in the ... machine learning, clinical trials, hidradenitis suppurativa, connective tissue disease, and hair ...
#62 Seafood Supervisor
Fremont, CA · On-site
$18 - $20/hr
... trainee's prior experience and performance and learning progress during the Management Training ... Maintenance - Maintain and clean equipment, machines, and appliances regularly to ensure freshness ...
Quick apply
#62 Seafood Supervisor
Fremont, CA · On-site
$18 - $20/hr
... trainee's prior experience and performance and learning progress during the Management Training ... Maintenance - Maintain and clean equipment, machines, and appliances regularly to ensure freshness ...
EPG Technical Trainer
$36.75 - $49/hr
This position champions a continuous learning environment for all Peterson business units ... Administers written and practical exams and writes performance reports to evaluate trainees ...
EPG Technical Trainer
$36.75 - $49/hr
This position champions a continuous learning environment for all Peterson business units ... Administers written and practical exams and writes performance reports to evaluate trainees ...
EPG Technical Trainer
San Leandro, CA · On-site
$36.75 - $49/hr
This position champions a continuous learning environment for all Peterson business units ... Administers written and practical exams and writes performance reports to evaluate trainees ...
EPG Technical Trainer
San Leandro, CA · On-site
$36.75 - $49/hr
This position champions a continuous learning environment for all Peterson business units ... Administers written and practical exams and writes performance reports to evaluate trainees ...
EPG Trainer
San Leandro, CA · On-site
Administers written and practical exams and writes performance reports to evaluate trainees ... Conduct learning needs assessments to identify individual, departmental, divisional and ...
EPG Trainer
San Leandro, CA · On-site
Administers written and practical exams and writes performance reports to evaluate trainees ... Conduct learning needs assessments to identify individual, departmental, divisional and ...
EPG Trainer
San Leandro, CA · On-site
Administers written and practical exams and writes performance reports to evaluate trainees ... Conduct learning needs assessments to identify individual, departmental, divisional and ...
EPG Trainer
San Leandro, CA · On-site
Administers written and practical exams and writes performance reports to evaluate trainees ... Conduct learning needs assessments to identify individual, departmental, divisional and ...
Machine Learning Trainee information
What kind of projects and tasks can I expect to work on as a machine learning trainee?
What is the difference between Machine Learning Trainee vs Data Scientist?
| Aspect | Machine Learning Trainee | Data Scientist |
|---|---|---|
| Required Credentials | Basic understanding of programming, statistics, and machine learning concepts; often pursuing or recent graduates | Advanced degree (Master's or PhD) in data science, statistics, or related fields; more experience |
| Work Environment | Entry-level, training-focused roles in tech companies, startups, or research labs | Full-fledged data analysis, modeling, and decision-making roles in various industries |
| Employer & Industry Usage | Companies hiring for entry-level machine learning roles, internships, or training programs | Organizations leveraging data science for strategic insights, product development, or research |
The main difference between a Machine Learning Trainee and a Data Scientist lies in experience, responsibilities, and skill level. Trainees are typically beginners gaining foundational knowledge, while Data Scientists are experienced professionals performing complex data analysis and modeling tasks.
What are the key skills and qualifications needed to thrive as a machine learning trainee?
What is a machine learning trainee?

Full-time
Re-posted 6 days ago
Stanford University rating
7.8
Based on 24 frontline employees who took The Breakroom Quiz
228th of 617 rated colleges and universities
Job description
Stanford University’s School of Medicine is seeking a Basic Life Research Scientist to join the Aghaeepour Lab, which focuses on developing machine learning methods in clinical medicine. The role involves leading research projects, mentoring trainees, and collaborating with interdisciplinary teams to improve outcomes in acute care settings.
Responsibilities:
• Contribute to and/or lead research projects involving machine learning and clinical data integration
• Develop, implement, and evaluate AI/ML models using large-scale biomedical datasets
• Provide technical mentorship and guidance to trainees
• Contribute to manuscript preparation, review, and scientific dissemination
• Collaborate with clinicians, data scientists, and external partners
• Help maintain high standards of rigor, reproducibility, and code quality
• other duties may also be assigned
Qualifications:
Required:
• Ph.D. in Computer Science, Biomedical Informatics, Statistics, Engineering, or a related quantitative field
• Experience in machine learning, deep learning, or AI applied to real-world datasets
• Strong programming skills (e.g., Python, PyTorch, TensorFlow)
Preferred:
• Experience working with biomedical or clinical data (e.g., EHRs, physiological signals, omics)
• Strong publication record or demonstrated research productivity
• Ability to work in interdisciplinary teams spanning clinical and computational domains
• Experience in areas such as time series modeling, multimodal learning, or causal inference
Company:
Stanford University is a teaching and research university that focuses on graduate programs in law, medicine, education, and business. Founded in 1885, the company is headquartered in Stanford, USA, with a team of 10001+ employees. The company is currently Late Stage.
What Stanford University employees say
Pay
Benefits
Hours and flexibility
Workplace
Get the full story on Breakroom
About Stanford Energy
Sourced by ZipRecruiter
Company size
11 - 50 Employees
Headquarters location
Stanford, CA, US
Year founded
2010