Senior Data Scientist - Cardiology

| San Francisco
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Passionate about precision medicine and advancing the healthcare industry?

Recent advancements in underlying technology have finally made it possible for AI to impact clinical care in a meaningful way. Tempus' proprietary platform connects an entire ecosystem of real-world evidence to deliver real-time, actionable insights to physicians, providing critical information about the right treatments for the right patients, at the right time.

What You Will Do:

  • Analyze and integrate large diverse cardiac clinical, molecular and imaging datasets to extract insights, and drive research opportunities and product development.
  • Design and prototype novel analysis tools and algorithms for predicting disease onset, patient outcome and treatment response.
  • Collaborate with product, science, engineering, and business development teams to build and bring to market, the most advanced data platform in precision medicine.
  • Interrogate analytical results for robustness, validity, and out of sample stability.
  • Document, summarize, and present your findings to a group of peers and stakeholders.
  • Provide technical leadership & expertise across multiple modeling projects.

Required Qualifications:

  • PhD degree in a quantitative discipline (e.g. computer science, electrical/computer engineering, machine learning, bioinformatics, statistics, computational biology, applied mathematics, physics, or similar).
  • 5+ years of relevant industry or postdoctoral experience.
  • Outstanding analytical and problem solving skills, with a particular focus on understanding the intricacies of molecular or multi-modal data sets.
  • Strong experience working with cardiac clinical and imaging data and applying AI to solve problems in cardiology.
  • Expert-level experience with supervised and unsupervised machine learning algorithms, and ensemble methods, such as: PCA, regression, deep neural networks, decision trees, gradient boosting, generalized linear models, mixed effect models, non-linear low dimensional embeddings and clustering.
  • Proficient in Python and SQL.
  • Experience with the following: Pandas, NumPy, SciPy, Scikit-learn, Jupyter Notebooks, and a machine learning framework such as TensorFlow, SageMaker, or PyTorch
  • Strong programming skills.
  • Thrive in a fast-paced environment and willing to shift priorities seamlessly.
  • Experience with communicating insights and presenting concepts to diverse audiences.
  • Team player mindset and ability to work in an interdisciplinary team.
  • Goal orientation, self motivation, and drive to make a positive impact in healthcare.

 Preferred Qualifications:

  • Strong peer-reviewed publication record.
  • Experience with: Git, matplotlib, seaborn, HTML5, CSS3, JavaScript, D3, Plot.ly, Flask, Dask, Docker, AWS.
  • Experience working in a Linux / Mac and AWS cloud environments.
  • Experience in agile environments and comfort with quick iterations.
  • Technical leadership experience.
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Technology we use

  • Engineering
  • Product
  • Sales & Marketing
    • GolangLanguages
    • JavascriptLanguages
    • PythonLanguages
    • RLanguages
    • SqlLanguages
    • gcpLanguages
    • ReactLibraries
    • ReduxLibraries
    • Node.jsFrameworks
    • SparkFrameworks
    • TensorFlowFrameworks
    • Microsoft SQL ServerDatabases
    • MySQLDatabases
    • PostgreSQLDatabases
    • SQLiteDatabases
    • ConfluenceManagement
    • JIRAManagement
    • SalesforceCRM

Location

255 Shoreline Drive, Redwood City, CA 94065

What are Tempus Perks + Benefits

Tempus Benefits Overview

Health Insurance
Dental Insurance
Vision Insurance
Life Insurance
Short Term Disability Insurance
Flexible Spending Account
Commuter Benefits
Parental Leave
Charitable Matching Program
Mental Health Support Platform
Pet Insurance
Company Cafeteria with Breakfast, Lunch & Grab & Go Options
Stocked Kitchen with Snacks
On-Site Barista
Discounted Gym Membership
Discounted Divvy Membership
Diversity & Inclusion Initiatives
Team & Company Outings

Culture
Volunteer in local community
Friends outside of work
Eat lunch together
Intracompany committees
Daily sync
Open door policy
Team owned deliverables
Team based strategic planning
Group brainstorming sessions
Pair programming
Open office floor plan
Diversity
Diversity Employee Resource Groups
Hiring Practices that Promote Diversity
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Dental Benefits
Vision Benefits
Health Insurance Benefits
Life Insurance
Wellness Programs
Onsite Gym
Retirement & Stock Options Benefits
401(K)
Company Equity
Match charitable contributions
Child Care & Parental Leave Benefits
Generous Parental Leave
Flexible Work Schedule
Remote Work Program
Vacation & Time Off Benefits
Unlimited Vacation Policy
Generous PTO
Paid Volunteer Time
Paid Holidays
Paid Sick Days
Perks & Discounts
Beer on Tap
Casual Dress
Commuter Benefits
Company Outings
Stocked Kitchen
Some Meals Provided
Happy Hours
Parking
Relocation Assistance
Fitness Subsidies
Professional Development Benefits
Job Training & Conferences
Diversity Program
Lunch and learns
Cross functional training encouraged
Promote from within
Mentorship program
Time allotted for learning
Customized development tracks
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