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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' 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.

The ideal candidate is passionate and committed to use the best NLP techniques to sanitize, disambiguate, extract and assemble vital clinical and genomic data for purpose of finding cure to cancer, cardiovascular and other diseases.

What You Will Do:

  • Work with a stellar team of data scientists and engineers working with large corpuses of health records from variety of sources.

  • Work with lead to experiment various NLP modeling techniques, fine tune and improve model.

  • Paying attention to details, identify variation and ambiguous cases in test and production environment.

  • Participate in design in text processing pipeline and model design, clearly documenting methodology, architecture workflow and results.

  • Carry an open mind, willingness to learn and dive deep, grow to take ownership of generalized model in production.

    Required Qualifications:
  • PhD, Masters with 2+ years or Bachelor with 3+ years experience in a quantitative or computational field such as Computer Science, Machine Learning, Statistics, Biomedical Informatics or related field.

  • Experience in modern Deep Learning and Natural Language Processing (NLP) techniques and frameworks, including Transformers, seq2seq with attention, RNNs, gensim, fasttext, spacy, scikitlearn, pandas

  • Proficient with python, pandas, numpy, nltk, gensim for EDA and text analytics.

  • Experience in frameworks like Pytorch, Tensorflow, or Keras.

  • Strong programming skills, familiarity with software development cycles, solid understanding of software concepts - data structures and algorithms.

  • 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.

Preferred Qualifications:

  • Understand how to leverage word embeddings, skill with word sense disambiguation.

  • Experience taking to production models in Text Classification, Named Entity Recognition, relation extraction, unsupervised and supervised ML methods, understand trade offs between classic and SOTA Transformer models.

  • Understand BERT architecture and its variants, experience with huggingface framework

  • Working knowledge of AWS, GCP, Spark, data warehousing.

  • Experience using biomedical knowledge information systems, such as UMLS, SNOMED CT, and RxNorm

  • Publications in SIGIR, CIKM, ACL, AAAI, KDD, EMNLP, ICML, ICLR, NeurIPS or equivalent.

  • Clinical/Healthcare domain experience especially in Cardiovascular diseases is preferred.

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Technology we use

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

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

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
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
Relocation Assistance
Fitness Subsidies
Professional Development Benefits
Diversity Program
Lunch and learns
Promote from within
Time allotted for learning
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