Computational Biologist: Phenotypic and genomic data analysis

| Chicago

Passionate about using complex data to make an impact in the world of cancer?

With the advent of genomic sequencing, we can finally decode and process our genetic makeup. We now have more data than ever before but healthcare ecosystem doesn't have the infrastructure or expertise to make sense of said data. Here at Tempus, we believe the greatest promise for the detection and treatment of cancer lies in the deep understanding of molecular activity for disease initiation, progression, and efficacious treatment based on the discovery of unique biomarkers.

We're on a mission to connect an entire ecosystem to redefine how genomic, clinical, and imaging data are used in clinical settings. We are looking for data scientists who are passionate about developing and applying state of the art techniques to processing and analyzing vast amounts of clinical, genomic, and molecular data. Data scientists will collaborate with product, research, and business development teams to build the most advanced data platform in cancer care.

What You'll Do

  • Research and development of novel imaging data based machine learning algorithms for the product platform.
  • Apply statistical and machine learning methods to analyze large, complex data sets.
  • Communicate highly technical results and methods clearly.
  • Interact cross-functionally with a wide variety of people and teams.

Qualifications

  • PhD degree in a quantitative discipline (e.g. statistics, statistical genetics, imaging science, computational biology, computer science, applied mathematics, applied physics or similar) or equivalent practical experience
  • Experience developing, training, and evaluating deep-learning models using public DL frameworks (e.g. TensorFlow, Keras, and PyTorch)
  • Experience developing, training, and evaluating classical machine learning models, such as linear and logistic regression, SVMs, Random Forests, and Gradient Boosting
  • Familiar with CUDA and GPU computing
  • Experience modeling genomic and phenotypic data
  • Self-driven and work well in an interdisciplinary team with minimal direction
  • Thrive in a fast-paced environment and willing to shift priorities seamlessly

Nice to Haves

  • Kaggle.com competitions and/or kernels track record
  • Experience with AWS architecture
  • Experience working with survival analysis, clinical and/or genomic data
  • Experience working with Docker containers and cloud-based compute environments.
  • Familiarity with neural network techniques (batch-norm, residual connections, inception modules, etc).
Read Full Job Description

Location

600 WEST CHICAGO AVENUE, Chicago, IL 60654

An Insider's view of Tempus

What makes someone successful on your team?

We value creativity in ideation, autonomy in execution, and a healthy tendency to always question the status quo.

Ash

Lead Data Scientist

What are Tempus Perks + Benefits

Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Dental Benefits
Vision Benefits
Health Insurance Benefits
Life Insurance
Wellness Programs
Retirement & Stock Options Benefits
401(K)
Child Care & Parental Leave Benefits
Generous Parental Leave
Vacation & Time Off Benefits
Unlimited Vacation Policy
Generous PTO
Paid Volunteer Time
Perks & Discounts
Beer on Tap
Casual Dress
Commuter Benefits
Company Outings
Game Room
Stocked Kitchen
Some Meals Provided
Happy Hours
Fitness Subsidies
Professional Development Benefits
Diversity Program
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