Intern, Data Analyst-Remote
Intern in data science team to assist in data analysis and machine learning projects.
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Overview
Intern in data science team to assist in data analysis and machine learning projects.
You have:
- Currently pursuing an MS or PhD degree in Computer Science, Biomedical Informatics, Engineering, Statistics, or a related quantitative field.
- Demonstrated experience with large-scale machine learning or foundation models, including training, fine-tuning, and evaluating LLMs (e.g., GPT, BERT) or vision models (e.g., CNNs, Vision Transformers).
- Strong programming skills in Python (or R), with experience in machine learning frameworks.
- In-depth knowledge of study design, data analysis, and statistical methodologies, with prior experience working with clinical or biomedical data (e.g., EHRs, images).
- Prior authorship or co-authorship of peer-reviewed publications is strongly preferred.
- Experience with interactive visualization tools (e.g., Plotly, Dash, D3.js, or React) is a plus.
- Excellent communication skills, with the ability to present results to both technical and non-technical audiences.
- Ability to deal professionally in a corporate or non-profit environment and assume responsibility for guiding projects and programs from inception through completion.
- Minimum availability of 20 hrs/wk, M-F between the hours of 8:00am-5:00pm.
- Required Equipment: Reliable WiFi Connection.
- Must be legally authorized to work in the United States for any employer without sponsorship, now or in the future.
Potential interview questions
| Can you describe your experience with large-scale machine learning models? | The interviewer wants to assess your familiarity with the main focus of the internship. | Discuss specific projects and models you have worked with, including details on training and evaluation. |
| How do you approach data cleaning and preparation for analysis? | This question aims to evaluate your technical skills and methodologies. | Pro members can see the explanation. |
| What statistical methods do you frequently utilize in your analysis? | Pro members can see the explanation. | Pro members can see the explanation. |
| Describe a time when you had to present your results to a non-technical audience. | Pro members can see the explanation. | Pro members can see the explanation. |
| What interactive data visualization tools do you prefer, and why? | Pro members can see the explanation. | Pro members can see the explanation. |
| How do you prioritize tasks when managing multiple projects? | Pro members can see the explanation. | Pro members can see the explanation. |
| Have you authored or co-authored any publications? Please elaborate. | Pro members can see the explanation. | Pro members can see the explanation. |
| What motivates you to work in a non-profit health organization? | Pro members can see the explanation. | Pro members can see the explanation. |
Added 7 months ago
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Updated 6 months ago
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Source:
heart.org
