Full-Time

Machine Learning Engineer

Confirmed live in the last 24 hours

Flatiron Health

Flatiron Health

1,001-5,000 employees

Cancer-specific electronic health record platform

No salary listed

Mid, Senior

London, UK

In Person

Category
Applied Machine Learning
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
Python
Data Science
SQL
Machine Learning
Requirements
  • 3+ years of relevant working experience in a technical capacity, with a focus on ML
  • Strong background in applying ML to solve real-world problems
  • Solid grasp of the underlying statistical fundamentals of ML
  • Experience collaborating with other technical team members in a production development environment using formal version control, Python, and SQL
Responsibilities
  • Develop and validate models to solve applied clinical problems
  • Interface with internal scientific stakeholders and customers to understand what data they need to conduct high quality research
  • Build models to turn raw clinical data into high quality research variables
  • Work with quantitative scientists and oncologists to validate that your models can be used to generate sound scientific insights
  • Collaborate with other Data Scientists to accelerate ML capabilities and develop novel approaches to clinical data extraction from unstructured health records
  • Work cross-functionally with software engineers to productionize, scale, and monitor your models
Desired Qualifications
  • ML experience in a healthcare setting
  • Experience with the risks of bias in machine learning
  • Health equity research/analysis or have worked with underrepresented groups in a clinical research setting

Flatiron Health improves cancer care and research through its specialized Electronic Health Record (EHR) system designed for oncology. This system integrates real-world data in real-time, allowing healthcare providers to manage patient information effectively and enhance patient outcomes. Flatiron stands out by connecting various stakeholders in the cancer care ecosystem, facilitating collaboration and data sharing, and generating revenue through subscriptions and partnerships with life sciences companies. The company's goal is to transform cancer care by leveraging data to support research and improve treatment quality.

Company Size

1,001-5,000

Company Stage

Acquired

Total Funding

$2.2B

Headquarters

New York City, New York

Founded

2012

Simplify Jobs

Simplify's Take

What believers are saying

  • Partnership with Veeva boosts oncology research through integrated cloud solutions.
  • Collaboration with Massive Bio enhances clinical trial enrollment using AI-driven patient identification.
  • Flatiron Clinical Pipe™ streamlines data entry, accelerating clinical trial timelines.

What critics are saying

  • Competition from Tempus challenges Flatiron's genomic testing market position.
  • Data privacy concerns may arise from AI-driven patient identification with Massive Bio.
  • Resistance from trial site teams may hinder adoption of Flatiron Clinical Pipe™.

What makes Flatiron Health unique

  • Flatiron Health integrates real-world data to enhance cancer care and research.
  • The company partners with top oncology companies and academic centers for data-driven insights.
  • Flatiron's EHR system is cancer-specific, improving patient management and research outcomes.

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Benefits

Work/life autonomy via flexible work hours and flexible paid time off

Generous parental leave (16 weeks for either parent)

Transition back to work program following parental leave

Child and caregiver travel benefits for new parents

Backup child care

Weekly meditation sessions

Flatiron-sponsored fitness classes

Weekly massages and manicures available onsite (employee funded)

Growth & Insights and Company News

Headcount

6 month growth

0%

1 year growth

-1%

2 year growth

0%
Health Technology Insights
Apr 16th, 2025
Flatiron Joins Veeva to Boost Oncology Research Efforts

Flatiron Health, a healthtech company transforming clinical research through solutions that integrate research into everyday care, announced they will partner with Veeva Systems, a global leader in cloud software for the life sciences industry.

BioSpace
Apr 7th, 2025
Flatiron Health Announces Strategic Partnership with Massive Bio to Enhance Patient Identification Capabilities and Services

Flatiron Health announces strategic partnership with Massive Bio to enhance patient identification capabilities and services.

Hit Consultant
Apr 7th, 2025
Flatiron Health And Massive Bio Partner To Improve Clinical Trial Enrollment

Flatiron Health and Massive Bio Partner to Improve Clinical Trial Enrollment. by Fred Pennic 04/07/2025 Leave a Comment. What You Should Know: – Flatiron Health, a healthtech company focused on transforming clinical research through technology that integrates research into everyday care, has announced a strategic partnership with Massive Bio, a global leader in using artificial intelligence to streamline patient identification and recruitment for clinical trials.– The partnership aims to expand patient identification capabilities and improve clinical trial enrollment across the U.S. Enhance Patient Identification Capabilities and ServicesThis collaboration will utilize Massive Bio’s U.S.-based database to identify patients who may be eligible for clinical trials but are not currently enrolled and are located near participating trial sites. These patients will then be referred to Flatiron’s research sites, where they can be onboarded as new patients and evaluated for potential trial enrollment using Flatiron’s technology and centralized patient identification services.“At Massive Bio, our mission is to make access to clinical trials truly patient-centric, ensuring the right patient is matched to the right trial at the right time—no matter where they live,” said Dr. Arturo Loaiza-Bonilla, Co-Founder and Chief Medical Officer at Massive Bio. “By pairing our AI-driven platform and concierge services with Flatiron Health’s extensive research infrastructure, we can help physicians and care teams expedite trial enrollment, reduce disparities in access, and improve outcomes for more patients.”

Hit Consultant
Mar 19th, 2025
Flatiron Health, Nrg Oncology To Streamline Cancer Clinical Trials With Ehr-To-Edc

What You Should Know: – Flatiron Health, a healthtech company focused on revolutionizing clinical research through technology integration, has announced a collaboration with NRG Oncology, a clinical research consortium within the National Cancer Institute’s (NCI) National Clinical Trials Network (NCTN). – The partnership aims to deploy Flatiron’s Clinical Pipe™ in a multicenter NRG clinical trial, streamlining data entry and accelerating study timelines.Supporting NCI-Sponsored Trials w/ NRG OncologyFlatiron Clinical Pipe™, a cutting-edge electronic health record (EHR) to electronic data capture (EDC) connector, is designed to significantly improve the efficiency and reduce the time and effort required for clinical study data entry. By automating the transfer of data from EHRs to EDC systems, the technology minimizes manual data entry, a known burden for clinical trial site teams.This collaboration marks a significant expansion of Flatiron Clinical Pipe™ use cases, now extending to NCTN-sponsored studies. By leveraging Flatiron’s EHR-to-EDC technology, NRG Oncology seeks to alleviate the administrative burden on its network of over 1,300 research sites worldwide, streamline data management, and accelerate the pace of clinical trials.In conjunction with the trial deployment, NRG and Flatiron will conduct a correlative study to rigorously assess the efficiency of Flatiron Clinical Pipe™ compared to traditional data entry methods. This study will provide valuable insights into the real-world impact of the technology on clinical trial workflows.Flatiron Clinical Pipe Research/OutcomesPrevious research published in the journal ESMO Real World Data and Digital Oncology has demonstrated the significant time-saving potential of Flatiron Clinical Pipe™. The study revealed that teams using the technology were able to accurately transfer thousands of data points, representing the completion of hundreds of case report forms (CRFs), with an average completion time of just 37 seconds per CRF. This represents a substantial reduction in data entry time over the course of a clinical trial.“We are very excited about the rich potential of this collaboration with our partners at Flatiron, a leader in healthcare systems technology

Hit Consultant
Mar 5th, 2025
Reduce Clinical Trial Burden With Flatiron Clinical Pipe™: Ehr-To-Edc Integration

Reduce Clinical Trial Burden with Flatiron Clinical Pipe™: EHR-to-EDC Integration. by Fred Pennic 03/05/2025 Leave a Comment. What You Should Know: – Flatiron Health, a healthcare technology company, today announced a collaboration with the University of Colorado Comprehensive Cancer Center (CU Cancer Center) and UCHealth to implement Flatiron Clinical Pipe™, an innovative solution that streamlines data capture for clinical trials. – The partnership aims to accelerate cancer research and improve patient care by reducing administrative burden and enhancing the efficiency of clinical studies.Flatiron Clinical Pipe™Flatiron Clinical Pipe™ is an electronic health record (EHR) to electronic data capture (EDC) connector that automates the transfer of clinical trial data from the EHR to the EDC system. This eliminates the need for manual data entry, which is often time-consuming and prone to errors.Key features and benefits of Flatiron Clinical Pipe include: Reduced administrative burden: Eliminates manual data entry, freeing up research staff to focus on other critical tasks.Improved accuracy: Reduces errors associated with manual data entry, ensuring data integrity and reliability.Enhanced efficiency: Accelerates the clinical trial process by streamlining data capture and analysis.Increased capacity: Enables research sites to conduct more clinical trials and enroll more patients.Improved patient care: Allows clinicians to spend more time with patients and less time on administrative tasks.Real-World ImpactResearch published in ESMO Real-World Data and Digital Oncology demonstrates the significant impact of Flatiron Clinical Pipe. Users were able to transfer data in an average of 37 seconds, significantly faster than manual entry methods. The platform enabled the efficient transfer of thousands of data points, streamlining the clinical trial process.“Collaborating with the CU Cancer Center and UCHealth, market-leading and innovative cancer care providers, is an incredible opportunity to advance our shared vision to reimagine how clinical trials are executed,” said Emily Akin, Head of Research Network at Flatiron Health