[Remote] Founding ML Engineer at Red Cell Partners

Washington, District of Columbia, United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Healthcare, Cybersecurity, National SecurityIndustries

Requirements

7+ years of experience in computer science, software engineering, or equivalent field, with a strong portfolio in real-world deployed models
Healthcare domain experience (EHR, EMR, FHIR/HL7)
Proficiency in Python and modern frameworks (e.g., PyTorch, Pandas, FastAPI)
Experience with synthetic data generation, fine tuning, model evaluation, and other AI techniques
Familiar with container orchestration and deploying applications in different cloud services
Passion to build technology that directly improves patient outcomes and redefines clinical workflows
Self-starter with a versatile skill set and ability to adapt and context switch in a fast-paced startup environment

Responsibilities

Design, develop, and deploy advanced AI models for healthcare applications
Preprocess and analyze both structured and unstructured data
Develop robust, scalable training pipelines optimized for healthcare datasets and integrate models into secure production environments
Implement feedback loops to continuously improve model accuracy and utility in clinical workflows
Optimize models for fairness, interpretability, and compliance (HIPAA, SOC2) in healthcare systems
Build performant backend services for data processing and model integration
Stay up to date with the latest advancements in generative AI, LLM, and healthcare AI advancements
Work closely with clinicians, healthcare professionals, and product managers to translate clinical needs into technical solutions and ensure technology aligns with real-world workflows

Skills

Key technologies and capabilities for this role

AIMLData PreprocessingData AnalysisModel DeploymentTraining PipelinesBackend ServicesGenerative AILLMHealthcare AIHIPAASOC2

Questions & Answers

Common questions about this position

What experience level is required for this Founding ML Engineer role?

The role requires 7+ years of experience in computer science, software engineering, or equivalent field, with a strong portfolio in real-world deployed models.

What technical skills are essential for this position?

Key skills include proficiency in Python and modern frameworks like PyTorch, Pandas, FastAPI, experience with healthcare data standards (EHR, EMR, FHIR/HL7), synthetic data generation, fine-tuning, model evaluation, and container orchestration for cloud deployment.

Is remote work an option for this role?

This information is not specified in the job description.

What is the compensation for this position?

This information is not specified in the job description.

What makes a strong candidate for this Founding ML Engineer role?

A strong candidate has 7+ years of experience with deployed AI models, healthcare domain knowledge including EHR/EMR/FHIR, proficiency in Python/PyTorch/FastAPI, startup experience, and passion for improving patient outcomes in a fast-paced environment.

Red Cell Partners

Incubates technology companies for healthcare and security

About Red Cell Partners

Red Cell Partners focuses on creating and developing technology-driven companies that aim to make significant improvements in healthcare and national security. Their approach involves incubating new businesses that can quickly scale and bring effective solutions to market. The products and services they develop are designed to tackle critical issues facing the nation, utilizing advanced technology to create impactful tools. What sets Red Cell Partners apart from other firms is their strong commitment to innovation and a sense of responsibility towards addressing urgent national challenges. Their goal is to leverage technology to provide effective solutions that enhance the well-being and security of the nation.

New York City, New YorkHeadquarters

2020Year Founded

$327.4MTotal Funding

VENTURE_UNKNOWNCompany Stage

Defense, HealthcareIndustries

11-50Employees

Benefits

Health Insurance

Dental Insurance

Vision Insurance

Unlimited Paid Time Off

Flexible Work Hours

Remote Work Options

Parental Leave

Risks

Increased competition from other defense-focused investment firms like General Catalyst.

Potential over-reliance on government contracts subject to political changes.

Rapid technological advancements may outpace Red Cell's adaptation capabilities.

Differentiation

Red Cell Partners uniquely combines investing with national security expertise.

They focus on rapidly scalable, technology-led companies in healthcare and national security.

Their leadership includes high-profile defense sector experts like Veronica B. Daigle.

Upsides

Increased focus on AI-driven cybersecurity solutions with companies like Andesite.

Strategic partnerships with firms like General Catalyst enhance their tech development capabilities.

Growing trend of AI integration in military logistics, as seen with DEFCON AI.

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