Machine Learning Engineer (NLP)

| New York City, NY +80 more | Remote | Hybrid
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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.

#LI-BL1

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Technology we use

  • Engineering
  • Product
  • Sales & Marketing
  • People Operations
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An Insider's view of Tempus AI

What’s the vibe like in the office?

The casual setting here in the Chicago office makes everyone less intimidating and more approachable. It's nice to be in an environment where our day-to-day work actually makes a difference, I feel valued. Tempus is also great at welcoming everyone with different backgrounds.

Alexis

Clinical Lab Associate

How do you collaborate with other teams in the company?

I collaborate with various hiring teams on a daily basis. Through weekly meetings, strategic planning, events, and messaging, hiring teams and I have built a collaborative hiring process and have become trusted partners to bring top talent to Tempus. We rely on honest communication, shared goals, and the right tools to set us up for success!

Emma

Recruiter

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 some things you learned at the company?

One of the things that molded my growth was seeing how much thought goes into the decisions, and how much leadership seeks feedback from the people around them, to help understand the impact of decision-making. Just being a sponge in the room is inspiring. I adapted the styles of many leaders here and use that to create my own leadership style.

Anita

Laboratory Operations Manager

What are Tempus AI Perks + Benefits

Tempus AI Benefits Overview

Health Insurance
Dental Insurance
Vision Insurance
Life Insurance
Short-Term Disability Insurance
Flexible Spending Account
Commuter Benefits
Parental Leave
Charitable Matching Program
Employee Assistance Program (EAP)
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
Open door policy
OKR operational model
Team based strategic planning
Pair programming
Open office floor plan
Employee resource groups
Employee-led culture committees
Hybrid work model
Flexible work schedule
Remote work program
Diversity
Highly diverse management team
Diversity employee resource groups
Hiring practices that promote diversity
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Disability insurance
Dental insurance
Vision insurance
Health insurance
Life insurance
Pet insurance
Wellness programs
Mental health benefits
Financial & Retirement
401(K)
Company equity
Charitable contribution matching
Child Care & Parental Leave Benefits
Generous parental leave
Family medical leave
Vacation & Time Off Benefits
Unlimited vacation policy
Generous PTO
All staff in Tempus’ laboratories are subject to Tempus’ separate laboratory PTO policies.
Paid volunteer time
Paid holidays
Paid sick days
Flexible time off
Bereavement leave benefits
Office Perks
Commuter benefits
Company-sponsored outings
Free snacks and drinks
Some meals provided
Company-sponsored happy hours
Onsite office parking
Recreational clubs
Relocation assistance
Meditation space
Mother's room
Onsite gym
Professional Development Benefits
Job training & conferences
Lunch and learns
Promote from within
Mentorship program
Continuing education available during work hours

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