2024 Summer Interns: Data Science
Redwood City, CA
N-Power Medicine
About N-Power Medicine N-Power Medicine aims to establish a new paradigm in drug development by reinventing the ‘how’ and transforming clinical trials through better integration with clinical practice, ensuring broader participation by physicians and patients. We are building an exceptional multi-disciplinary team with diverse expertise spanning healthcare, engineering, technology and regulatory, and with people who share our core value of Empowering Community through generosity, curiosity and humility. We are working with urgency to bring better therapies to patients faster.
Our organization specializes in generating clinical research grade data and we have recently implemented processes for clinical data generation, abstraction, and synthesis. To advance our understanding and software product development in this area, we are currently seeking two summer interns to contribute to the following two projects:
PROJECT 1: Prototyping an AI-based information retrieval system. For this project there is potential to develop a AI/machine learning system that uses LLMs/NLP to abstract information from pathology and radiology notes, as well as synthesize such extracted information to templates, and subsequently use the structured information to write a medical note for a patient; and,
PROJECT 2: Adapt and develop Causal Inference methods to NPM’s prospectively acquired patient level standard of care data, to answer cohort- and treatment effect questions in the community oncology setting. Help develop external control or digital twin technology based on imaging based outcomes data as well as genomic information at baseline. The work may include identifying data gaps in and devising strategies to close such gaps during NPM’s data collection process.
Each intern will have a primary focus on one of the above two projects. The interns are expected to have excellent computational skills and be able to navigate a diverse set of compute environments.
The summer internship is 8-weeks and 28-40 hours/week. This is a hybrid on-site role, Bay Area is required.
More About UsWe are a mission driven, well -funded, rapidly growing company, eager to attract passionate professionals offering a highly attractive compensation package with a balanced and flexible work environment, competitive industry benefits as well as a 401K plan and other great company “perks.”
We are an Equal Opportunity Employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.
Covid-19 Policy – The Company is committed to providing and maintaining a safe workplace, and to safeguard the health and well-being of our employees, families, visitors, and the community. While vaccination remains one of the most important tools in advancing the health and safety of employees and promoting the efficiency of workplaces, we are now in a different phase of our response when these measures are no longer necessary. We currently do not have mandatory COVID-19 vaccination requirements for our employees and contractors, as the COVID-19 public health emergency has ended. However, there are certain N-Power Medicine employees and contractors who, based on their role, will be required to continue to follow our 2021 COVID-19 vaccination and other requirements as mandated by N-Power Medicine’s partners they serve. We reserve the right to modify or amend our corporate policy at any time.
Applicants must be currently authorized to work in the U.S. on a full-time basis. The Company will not sponsor applicants for work visas.
If you find this opportunity compelling, we encourage you to apply today! We promptly review all applications. Highly qualified candidates will be directly contacted by a team member.
Our organization specializes in generating clinical research grade data and we have recently implemented processes for clinical data generation, abstraction, and synthesis. To advance our understanding and software product development in this area, we are currently seeking two summer interns to contribute to the following two projects:
PROJECT 1: Prototyping an AI-based information retrieval system. For this project there is potential to develop a AI/machine learning system that uses LLMs/NLP to abstract information from pathology and radiology notes, as well as synthesize such extracted information to templates, and subsequently use the structured information to write a medical note for a patient; and,
PROJECT 2: Adapt and develop Causal Inference methods to NPM’s prospectively acquired patient level standard of care data, to answer cohort- and treatment effect questions in the community oncology setting. Help develop external control or digital twin technology based on imaging based outcomes data as well as genomic information at baseline. The work may include identifying data gaps in and devising strategies to close such gaps during NPM’s data collection process.
Each intern will have a primary focus on one of the above two projects. The interns are expected to have excellent computational skills and be able to navigate a diverse set of compute environments.
The summer internship is 8-weeks and 28-40 hours/week. This is a hybrid on-site role, Bay Area is required.
Education, Experience, Behavioral Competencies & Skills
- Currently pursuing a MS/MA or PhD in Computer Science, Statistics, Mathematics or related field.
- Excellent understanding of and experience with Machine Learning & AI, and/or advanced statistical topics: e.g., LLMs/NLP, Computer Vision, Causal analysis, Survival Analysis, Experimental design (clinical trials), or Regression models.
- Documented experience in the chosen project area, in the form of published or submitted manuscripts, or in the form of (class) project or conference presentations. [R]
- Excellent programming skills in Python and/or R, ability to work across compute environments.
- Results oriented and strong focus on delivering the goals set-forth.
- Excellent oral/written communication and interpersonal skills.
- Critical thinking and proven problem-solving skills
- Generous, curious, and humble
Travel Requirements
- No Travel Required
Pay Information
- The expected hourly range for this position is $52.00 and $65.00. Actual pay will be determined based on experience, qualifications, geographic location, and other job-related factors permitted by law.
More About UsWe are a mission driven, well -funded, rapidly growing company, eager to attract passionate professionals offering a highly attractive compensation package with a balanced and flexible work environment, competitive industry benefits as well as a 401K plan and other great company “perks.”
We are an Equal Opportunity Employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.
Covid-19 Policy – The Company is committed to providing and maintaining a safe workplace, and to safeguard the health and well-being of our employees, families, visitors, and the community. While vaccination remains one of the most important tools in advancing the health and safety of employees and promoting the efficiency of workplaces, we are now in a different phase of our response when these measures are no longer necessary. We currently do not have mandatory COVID-19 vaccination requirements for our employees and contractors, as the COVID-19 public health emergency has ended. However, there are certain N-Power Medicine employees and contractors who, based on their role, will be required to continue to follow our 2021 COVID-19 vaccination and other requirements as mandated by N-Power Medicine’s partners they serve. We reserve the right to modify or amend our corporate policy at any time.
Applicants must be currently authorized to work in the U.S. on a full-time basis. The Company will not sponsor applicants for work visas.
If you find this opportunity compelling, we encourage you to apply today! We promptly review all applications. Highly qualified candidates will be directly contacted by a team member.
Tags: Causal inference Computer Science Computer Vision Engineering LLMs Machine Learning Mathematics NLP PhD Prototyping Python R Research Statistics
Perks/benefits: 401(k) matching Competitive pay
Region:
North America
Country:
United States
Job stats:
31
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