Machine Learning Engineer - LLMs & Generative AI at Truveta

Seattle, Washington, United States

Truveta Logo
Not SpecifiedCompensation
Entry Level & New GradExperience Level
Full TimeJob Type
UnknownVisa
HealthcareIndustries

Skills

Key technologies and capabilities for this role

Generative AILarge Language Models (LLMs)Reinforcement LearningSupervised Fine-Tuning (SFT)Reinforcement Learning with Human Feedback (RLHF)Reinforcement Learning with Virtual Reality (RLVR)Parameter-Efficient Fine-Tuning (PEFT)Prompt TuningRetrieval-Augmented Generation (RAG)Clinical DataMultimodal Foundation ModelsHealthcare Domain

Questions & Answers

Common questions about this position

What is the location requirement for this role?

This position is based out of the company's headquarters in the Greater Seattle area and is designated as hybrid.

What salary information is provided for this position?

This information is not specified in the job description.

What are the key skills required for this Machine Learning Engineer role?

Candidates need 6+ years of experience in software engineering or machine learning (3+ years with a PhD), expertise in designing and training LLMs or large-scale generative models, deep knowledge of NLP, sequence modeling, and transformer architectures, proficiency in Python and ML libraries like PyTorch or TensorFlow, and experience with RL-based fine-tuning.

What is the company culture like at Truveta?

Truveta fosters a diverse and inclusive team environment focused on tackling complex health and technical challenges, with a mission-driven culture emphasizing purposeful work in healthcare and values shared by talented people combining health, software, and big data experience.

What makes a strong candidate for this position?

A strong candidate has 6+ years of ML experience (or 3+ with PhD), proven expertise in LLMs, generative AI, NLP, transformers, Python/PyTorch, and RL fine-tuning, plus the ability to collaborate cross-functionally and build scalable infrastructure.

Truveta

Healthcare data platform for research analytics

About Truveta

Truveta provides a platform that allows researchers to access and analyze patient data to enhance patient care and study the safety and effectiveness of treatments. The platform, known as Truveta Studio, offers immediate and compliant access to patient-level data, which is sourced from over 30 health systems and includes information from more than 100 million patients across the United States. This data is updated daily and comes from over 800 hospitals and 20,000 clinics. Truveta Studio is designed to simplify the data access process, making it cost-effective for researchers by charging them only for the data and analytics they use. Unlike many competitors, Truveta focuses on providing transparent pricing and efficient access to comprehensive healthcare data. The company's goal is to empower researchers in the healthcare and life sciences sectors to gain valuable insights that can lead to improved patient outcomes.

Seattle, WashingtonHeadquarters
2020Year Founded
$189.7MTotal Funding
LATE_VCCompany Stage
Data & Analytics, Biotechnology, HealthcareIndustries
201-500Employees

Benefits

Competitive Compensation
Comprehensive Benefits
401(k)
Professional Development
Work/Life Autonomy
Flexible Time Off
Generous Parental Leave
Team Activities

Risks

Data privacy concerns may arise from expanding datasets with sensitive information.
Rapid community expansion could strain resources and affect data quality.
Non-peer-reviewed studies may expose Truveta to criticism on scientific rigor.

Differentiation

Truveta offers the most comprehensive EHR data from over 100 million patients.
Truveta Studio provides cost-effective, compliant access to patient-level data and analytics.
Truveta's AI extracts complex clinical concepts from unstructured data, enhancing research capabilities.

Upsides

Truveta's partnership with Panalgo accelerates insights through integrated regulatory-grade EHR data.
The mother-child EHR dataset positions Truveta as a leader in maternal health research.
Truveta's real-world EHR data enables valuable drug comparisons ahead of clinical trials.

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