Principal Data Scientist Science
Principal Data Scientist Science
Employer Active
Job Alert
You will be updated with latest job alerts via email
Share
Job Alert
You will be updated with latest job alerts via email
Not Disclosed
Salary Not Disclosed
1 Vacancy
Job Description
The Chan Zuckerberg Initiative was founded by Priscilla Chan and Mark Zuckerberg in 2015 to help solve some of societys toughest challenges from eradicating disease and improving education to addressing the needs of our local communities. Our mission is to build a more inclusive just and healthy future for everyone.
The Team
CZI supports the science and technology that will make it possible to help scientists cure prevent or manage all diseases by the end of this century. While this may seem like an audacious goal in the last 100 years biomedical science has made tremendous strides in understanding biological systems advancing human health and treating disease.
Achieving our mission will only be possible if scientists are able to better understand human biology. To that end we have identified four grand challenges that will unlock the mysteries of the cell and how cells interact within systems paving the way for new discoveries that will change medicine in the decades that follow:
- Building an AIbased virtual cell model to predict and understand cellular behavior
- Developing stateoftheart imaging systems to observe living cells in action
- Instrumenting tissues to better understand inflammation a key driver of many diseases
- Engineering and harnessing the immune system for early detection prevention and treatment of disease
The Opportunity
The Principal Data Scientist will lead a team that will define and create the datasets and covariates required to train a Virtual Cell model that understands how each cell type functions at a molecular level under healthy conditions and is able to predict the impact on cells and cell populations of genetic or environmental perturbations. You and your team will partner closely with our Science Program team to partner or generate the required datasets with Data Engineering and ML Engineering to decide data formats schemas and access patterns and with AI Research to define the annotations covariates and quality measures required to use the data.
CZI manages and processes scientific datasets specifically designed to enable biological modeling. We handle over 100 million fully standardized unique cells worth of single cell transcriptomic data over 15 thousand cryoET tomograms that are in imaging datasets as large as 20TB and counting. This year we are expanding data operations by > 10x to support a higher volume of imaging sequencing literature and mass spectrometry datasets. These data are available via public resources CELLxGENE Discover and CryoET Portal. Our resources provide access to open source data that is structured and used by tens of thousands of scientists each month to quickly query and form hypotheses on understanding how genetic variants in cells impact disease risk define drug toxicities and eventually discover better therapies.
As the Principal Data Scientist you will manage a team of data scientists who are embedded in crossfunctional AImodeling focused teams and are responsible for leading dataset definition and delivery to support modeling work. Success is measured by the speed with which datasets are available the ease with which they can be used the suitability of the dataset to address the modeling task and the clarity with which data quality is available to the research team. As a manager of a small team this role will be a player/coach position. Your individual contributions will focus on defining a strategic integrated dataset design sufficient to realize a Virtual Cell Model and to ensure that the individual datasets your team creates for each modeling project each create measurable progress towards the integrated design.
What Youll Do
- Manage a team of data scientists to create high quality standardized datasets for biological AI modeling and opensource publishing.
- Establish systems and processes to ensure agility and responsiveness to emerging needs from the rapidly evolving AI biology space.
- Define a data vision for the Virtual Cell Model build buyin with crossfunctional partners and partner to see it incrementally realized as we iterate towards our vision.
- Discover and define new data generation opportunities and manage the delivery of those data products to our AI team.
- Collaborate with ML engineers AI Researchers and Data Engineers to deliver datasets to train state of the art generative AI models.
- Collaborate with engineers product managers UX designers and other data scientists to publish valuable datasets to accelerate community modeling progress.
What Youll Bring
- 10 years of experience with biological data including experience with both imaging and sequencing data modalities.
- Have delivered multiple large data products at least one of which contains a significant component of sequencing and imaging data.
- 5 years managing teams including management of hybrid/remote teams.
- Experience with big data: extraction transport loading databases standardization and data validation.
- Strong fundamentals in statistical reasoning and machine learning.
- Experience with image and sequence data analysis and QC best practices
- Experience with processing and orchestration pipelines such as Argo Workflows Databricks
- Excellent written and verbal communication skills.
- Enthusiasm to ramp up on technologies and learn new domains.
- Experience working in a multidisciplinary environment (engineering product design).
Compensation
The Chicago Illinois base pay range for this role is. New hires are typically hired into the lower portion of the range enabling employee growth in the range over time. Actual placement in range is based on jobrelated skills and experience as evaluated throughout the interview process.
Pay ranges outside Redwood City are adjusted based on cost of labor in each respective geographical market.
Benefits for the Whole You
Were thankful to have an incredible team behind our work. To honor their commitment we offer a wide range of benefits to support the people who make all we do possible.
- CZI provides a generous employer match on employee 401(k) contributions to support planning for the future.
- Annual benefit for employees that can be used most meaningfully for them and their families such as housing student loan repayment childcare commuter costs or other life needs.
- CZI Life of Service Gifts are awarded to employees to live the mission and support the causes closest to them.
- Paid time off to volunteer at an organization of your choice.
- Funding for select familyforming benefits.
- Relocation support for employees who need assistance moving to the Bay Area
- And more!
If youre interested in a role but your previous experience doesnt perfectly align with each qualification in the job description we still encourage you to apply as you may be the perfect fit for this or another role.
Explore ourwork modesbenefits andinterview processatwww.chanzuckerberg/careers.
#LIHybrid
Required Experience:
Staff IC
Employment Type
Full Time
