Staff AI Researcher- Generative AI

United States

Apply with AI Apply

Not SpecifiedCompensation

Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Healthcare Technology, Artificial IntelligenceIndustries

Requirements

Candidates must possess a BS/BTech (or higher) in Computer Science or a related field, with a minimum of 3 years of experience in deep learning and LLM work, 8 years in machine learning and statistical analysis, and 3 years of Python experience. Experience addressing challenges with incomplete, unrepresentative, and mislabeled data, working with large-scale distributed systems and statistical software like Spark, and selecting appropriate tools for data optimization problems is also required. A PhD or Master's degree in a quantitative discipline is preferred, along with proficiency in communicating analysis, experience with security and sensitive data systems, Databricks/MLflow, designing production-ready agentic systems, and at least one major deep learning framework (PyTorch, Tensorflow, Keras). Demonstrated leadership, self-direction, first-author publications at peer-reviewed conferences, competitive programming achievements, and working knowledge of health-tech systems are also preferred.

Responsibilities

The Staff AI Researcher will develop AI solutions to improve healthcare, partnering with engineering and analytics teams to integrate AI technology into existing products and workflows. Responsibilities include harnessing knowledge from extensive medical data sets to train, fine-tune, and use AI models. Key duties involve building working prototypes with AI techniques for optimization, working with complex data sets to solve analysis problems, and redesigning current pipelines and systems for data and query needs. The role also includes implementing techniques for fine-tuning generative models for healthcare, developing evaluation metrics for AI/ML models, designing and implementing feature engineering pipelines, and setting engineering process standards for high-quality output. Delivering working POC solutions that balance speed, scalability, and time-to-market is also a core responsibility.

Skills

Generative AI

AI Research

Machine Learning

Deep Learning

LLM

Python

Data Engineering

Feature Engineering

Statistical Analysis

Model Development

Model Evaluation

Data Pipelines

Scalability

Prototyping

Aledade

Supports independent primary care practices

About Aledade

Aledade operates in the primary care sector, focusing on supporting independent primary care practices. The company provides these practices with essential support and data to help them navigate the challenges of the changing healthcare landscape. Aledade offers personalized, on-the-ground assistance, ensuring that practices have timely access to the right data to improve the quality of care they deliver to their communities. Additionally, Aledade has developed a proprietary technology application that gives practices insights about their patients, further enhancing their care capabilities. Unlike many competitors, Aledade is dedicated to the success of independent practices, making it the largest network of its kind in the nation. The company's goal is to empower these practices to thrive and provide high-quality care through its support services and technology.

Bethesda, MarylandHeadquarters

2014Year Founded

$662MTotal Funding

SERIES_FCompany Stage

Enterprise Software, HealthcareIndustries

1,001-5,000Employees

Risks

Increased competition from platforms like Privia Health threatens Aledade's market share.

Integration challenges from acquiring Medical Advantage may disrupt operations in Michigan.

Rapid technological advancements require continuous updates to Aledade's technology platform.

Differentiation

Aledade partners with independent primary care physicians to create Accountable Care Organizations.

The company offers a proprietary technology platform for timely patient insights.

Aledade provides personalized, on-the-ground support to enhance care quality.

Upsides

Aledade's acquisition of Medical Advantage expands its presence in Michigan significantly.

The rise of telehealth creates new opportunities for Aledade's primary care practices.

Aledade's focus on value-based care aligns with increasing demand for ACOs.

Land your dream remote job 3x faster with AI

Try Jobo Free