Senior ML/AI Researcher, Aledade

ML & AI Modelling

Salary not provided
Python
R
Spark
Senior and Expert level
Remote from US
Aledade

Primary care centers and services

Job no longer available

Aledade

Primary care centers and services

1001+ employees

HealthcareB2CB2BSaaS

Job no longer available

Salary not provided
Python
R
Spark
Senior and Expert level
Remote from US

1001+ employees

HealthcareB2CB2BSaaS

Company mission

To create a better health care system for patients, for doctors and for society.

Role

Who you are

  • BA/BTech in Statistics, Data Science, Computer Science or a related field required
  • 6+ years of relevant statistical analysis experience
  • 6+ years of relevant machine learning experience (ML modeling, hyperparameter tuning, feature engineering, model validation etc)
  • Understanding of causal inference and treatment effects estimation
  • 3-5 years of experience selecting, implementing, and optimizing ML tools and frameworks for large-scale projects
  • 2+ years of Python language experience
  • 1+ years of relevant deep learning and LLM experience
  • 1+ years experience working with large-scale distributed systems at scale and statistical software (e.g. Spark)
  • Experience in addressing challenges from incomplete, unrepresentative, and mislabeled data
  • Contributions to the field (e.g., publications, patents, or successful large-scale implementations)
  • Sitting for prolonged periods of time. Extensive use of computers and keyboard. Occasional walking and lifting may be required

Desirable

  • Master or PhD degree in a quantitative discipline (e.g., Computer Science[with AI/ML Major], Statistics, Operations Research, Economics, Mathematics, Physics) or equivalent practical experience
  • Working knowledge of Public Health, with a focus on Value-Based Care and Risk adjustment
  • Working knowledge of health-tech systems, like Electronic Health Records, Clinical data, etc
  • Proficiency in communicating analysis and establishing confidence among audiences who do not share your disciplinary background or training
  • Experience with security and systems that handle sensitive data
  • Experience working with statistical software (e.g. R, SAS, Python statistical packages)
  • Demonstrated leadership and self-direction
  • Publications at peer-reviewed conferences (e.g. NeurIPS, ICML, ACL, JSM, KDD, EMNLP)
  • Participation in ACIC Data Challenge, Kaggle etc

What the job involves

  • As a Senior ML/AI Researcher II, you will develop ML and AI solutions that will improve health for millions of people
  • At Aledade, we empower primary care physicians with technology to keep their patients healthy and prevent unnecessary hospitalizations
  • You will collaborate with engineering and analytics teams to integrate AI technology into existing products and workflows
  • You will work with one of the most extensive data sets of medical records, diagnoses, claims, and prescriptions
  • This role offers a unique opportunity to train, fine-tune, and use AI models using medical data collected from millions of patients across the country
  • Train and fine-tune models using off-the-shelf and novel ML/AI techniques solving optimization problems for the company
  • Work with large, complex data sets. Conducting difficult, non-routine analysis and harvesting data
  • Deliver working POC solutions solving speed, scalability and time-to-market tradeoffs

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Insights

Top investors

Company

Company benefits

  • Flexible work schedule and the ability to work remotely
  • 12 weeks paid Parental Leave for all new parents
  • Robust time off plan (21 days of PTO in your first year!)
  • Employees receive a 6-week fully paid sabbatical upon completion of each six-year period of continuous employment
  • Generous Nationwide PPO Medical, Dental and Vision Plans
  • 401(k) with up to 4% match
  • Company stock options
  • 168 PTO hours in your first year
  • 12 weeks paid parental leave for all new parents
  • Slack channels for personal interests, fantasy football leagues, and much more
  • Board games to encourage camaraderie between colleagues at HQ
  • In-person and virtual retreats and gatherings
  • Educational assistance programs
  • Manager-focused training curriculum
  • LinkedIn Learning

Funding (last 2 of 10 rounds)

Jun 2023

$260m

SERIES F

Jun 2022

$123m

SERIES E

Total funding: $680.6m

Our take

The US primary care system suffers from a 'chronic lack of adequate support'. Aledade is a company set out to improve this by assisting independent physician practices from reducing costs to data integration support.

The company prides itself on stats of 1.7 million patients across 37+ states since its founding in 2014. A recent acquisition of Curia, (a leader in value-based care analytics using practical applications of AI to optimize the targeting of patient care and engagement programs) is also bringing the company to the modern world, enhancing its data understanding capabilities and challenging others in its sector with this advancement.

Aledade has won several awards over the years and is now considered the largest network of independent primary care in the country. Alongside this, the company is valued in the billions of dollars with many successful funding rounds. With the company consistently expanding and enhancing its technology it has become a pillar in the industry and therefore a very exciting company to keep an eye on.

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Freddie

Company Specialist at Welcome to the Jungle