Machine Learning Engineer (NLP)

| Chicago | Remote
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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 experienced with building systems that enable efficient and relevant retrieval of information from unstructured text, using a combination of NLP techniques and search.

What You Will Do:

  • Explore different methodologies to extract, store and maintain important attributes from large volumes of unstructured data to facilitate fast and accurate information retrieval.
  • Using statistical or algorithmic means to measure and maintain integrity and correctness of data.
  • Leverage ontologies, data analytic skills to reveal data patterns, formulate hypotheses and draw sound conclusions from analysis and experiments.
  • Carry an open, inquisitive mind, willingness to learn, dive deep and strive to use innovative techniques to solve difficult problems.

Required Qualifications:

  • PhD, or Masters with 2+ years, or Bachelor with 3+ years experience in a quantitative or computational field such as Computer Science, Engineering, Physics, Machine Learning, Statistics, or related field.
  • Experience in modern Deep Learning and Natural Language Processing (NLP) techniques and frameworks, tokenization, text preprocessing and analytics, Exploratory Data Analysis (EDA)
  • Experience with designing, processing and maintaining search indices on rising volume of unstructured documents with varying lifespans.
  • Proficient with python, pandas, numpy, elastic search.
  • 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.
  • Team player mindset and ability to work in an interdisciplinary team.

Preferred Qualifications:

  • Understand how to leverage word embeddings, entity extraction, relations extraction, text classification and text analytics.
  • Operational experience with Elasticsearch and/or Solr.
  • Understand BERT architecture and its variants, experience with huggingface framework
  • Working knowledge of AWS, GCP, data warehousing.
  • Experience using biomedical knowledge information systems, such as UMLS, SNOMED CT, and RxNorm
  • Clinical/Healthcare domain experience especially in oncology and/or genomics.
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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
    • tableuAnalytics
    • JIRAManagement
    • SalesforceCRM

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

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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