NLP Data Validation Engineer

| Chicago
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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.

We are looking for an NLP Data Validation Engineer who is versatile and detail oriented. Someone who can devise repeatable programmatic checks within an NLP model development ecosystem to ensure data integrity, coherency and play a key role in expanding our truth data set.

What You Will Do:

  • Great attention to details, experience with NLP data pipelines, keen on building repeatable checks for data consistency
  • Manage, maintain and refine truth label data (gold and silver), having full understanding of methodologies used to derive them.
  • Track models versions and performance, understand best practices in validation data sampling in text.
  • Using statistical methods, detection of unexpected change in model performance in a broad spectrum of data sets and ensuing diagnosis of cause. 

 Required Qualifications:

  • Experience with Python, ElasticSearch, Search, SQL, Statistics and analytical skills, test automation highly desired.
  • Experience in model validation.
  • Experience working with active learning system, human-labeling and managing truth data
  • Bachelor degree in Computer Science, Data Science and related field, Masters and PhD degree preferred.

Preferred Qualifications:

  • Experience with NLP, understanding of key concepts such as word embeddings, text classification, word sense disambiguation.
  • Passion in data science in the clinical field, specifically oncology.
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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

River North is a lively neighborhood in the Near North Side.

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
Highly diverse management team
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
Mental Health Benefits
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
Promote from within
Mentorship program
Time allotted for learning
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