Staff Software Engineer, Science

Company: Cz GEN Epi
Location: Redwood City
Posted on: November 4, 2024

Job Description:

The Team
Founded by Priscilla Chan and Mark Zuckerberg in 2015, the Chan Zuckerberg Initiative (CZI) is a new kind of philanthropy that's leveraging technology to help solve some of society's toughest challenges - from eradicating disease to improving education. Across our core initiatives of Science and Education, we're pairing engineering with grantmaking, impact investing, policy work, and advocacy to progress in our mission of building an inclusive, just and healthy future for everyone.
Our Values

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• We believe we can help build a future for everyone.
  
• We aim to be daring, but humble: We look for bold ideas - regardless of structure and stage - and help them scale by pairing engineers with subject matter experts to build tools that accelerate the pace of social progress.
  
• We want to learn fast, but build for the long-term: We want to iterate fast and help bring new solutions to the table, but we also realize that important breakthroughs often take decades, or even centuries.
  
• Stay close to the real problems: We engage directly in the communities we serve because no one understands our society's challenges like those who live them every day.
  
  Our success is dependent on building teams that include people from different backgrounds and experiences who can challenge each other's assumptions with fresh perspectives. To that end, we look for a diverse pool of applicants including those from historically marginalized groups - women, people with disabilities, people of color, formerly incarcerated people, people who are lesbian, gay, bisexual, transgender, and/or gender nonconforming, first and second generation immigrants, veterans, and people from different socioeconomic backgrounds.
  The Opportunity
  The Data Engineering team manages and processes scientific datasets specifically designed to enable biological modeling. It is responsible for data validation, wrangling, testing, storage, and retrieval. We handle over 89 million unique cells worth of single cell transcriptomic data, over 15 thousand cryoET tomograms that are in imaging datasets as large as 20TB and counting, and will be expanding to support larger scale and additional imaging, sequencing, and literature modalities.
  As a staff software engineer on the Data Engineering team, you will design and implement all the data needs for our platforms, CELLxGENE Discover, CryoET, as well as the new platform we are building that has a focus on data for AI and the virtual cell, in order to enable scientists to further interrogate our very large and growing corpus of data without any need to download the data itself or have any computational expertise. You will work on a collaborative, multidisciplinary team to develop solutions for our scientist users to accelerate their workflows and accelerate the pace of scientific discovery.
  What You'll Do
  
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  • Develop end-to-end, robust data pipeline architectures that seamlessly integrate data ingestion, preprocessing, feature engineering, model training, and deployment.
    
  • Implement scalable data warehousing solutions to handle massive volumes of single-cell transcriptomics data and imaging data.
    
  • Ensure data security and compliance with industry standards and regulations.
    
  • Implement optimization strategies such as data partitioning, indexing, and compression to enhance query performance and reduce computational costs.
    
  • Create user-friendly APIs to enable researchers and scientists to easily access and explore the curated data.
    
  • Develop scalable, maintainable, and testable software systems and participate in team conversations and efforts on engineering excellence.
    
  • Collaborate with product managers, computational biologists, UX designers, and other software engineers to deliver constant incremental value for scientists without compromising on software quality.
    
  • Have opportunities to learn about scientific data and technologies, though no prior experience is required!
    
    What You'll Bring
    
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    • 5+ years of relevant software experience.
      
    • Strong fundamentals in systems design, data structures, algorithms, and object oriented programming principles.
      
    • Past experience with data processing and orchestration pipelines, such as Argo Workflows, Databricks.
      
    • Solid experience with object oriented programming languages and scripting languages, such as Java, C++, Python, Golang, etc.
      
    • Past experience with big data.
      
    • Some experience with infrastructure and automation tools, such as Kubernetes, Terraform, AWS.
      
    • Excellent written and verbal communication skills.
      
    • Enthusiasm to ramp up on technologies and learn a new science domain.
      
    • Experience working in a multidisciplinary environment (engineering, product, design).
      
    • Desirable but not required: experience with scientific computing libraries, such as NumPy and SciPy.
      
      Compensation
      The Redwood City, CA base pay range for this role is $214,000-$321,000. 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 job-related 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. Your recruiter can share more about the specific pay range for your location during the hiring process.
      Benefits for the Whole You
      We're 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.
      
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      • 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 family-forming benefits.
        
      • Relocation support for employees who need assistance moving to the Bay Area.
        
      • !
        
        Commitment to Diversity
        We believe that the strongest teams and best thinking are defined by the diversity of voices at the table. We are committed to fair treatment and equal access to opportunity for all CZI team members and to maintaining a workplace where everyone feels welcomed, respected, supported, and valued.
        If you're interested in a role but your previous experience doesn't 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 our,, andat.
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Keywords: Cz GEN Epi, Tracy , Staff Software Engineer, Science, IT / Software / Systems , Redwood City, California