Senior ML Researcher, Applied Machine Learning (Security Clearance) at Red Cell Partners

McLean, Virginia, United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

National Security, Cybersecurity, Healthcare, Artificial IntelligenceIndustries

Requirements

Expertise in ML Model Training and Optimization: Proven experience with ML research, including designing and evaluating novel training methodologies, model architectures, and optimization techniques
Deep Knowledge of Language Model Fine-Tuning: Demonstrated proficiency in customizing and fine-tuning language models to meet specific use cases, with experience in models such as GPT, BERT, or similar frameworks
Proficiency in ML Frameworks: Strong understanding of machine learning and NLP frameworks like TensorFlow, PyTorch, or similar, with the ability to design and implement custom model architectures
Programming Skills: Proficiency in Python with an emphasis on writing efficient, maintainable, and scalable code
Research Communication Skills: Ability to present complex technical concepts to both technical and non-technical stakeholders, highlighting the business impact of ML innovations
Educational Background: A Master’s or PhD in Computer Science, Machine Learning, or a related field, with a focus on ML research
Impactful ML Solution Delivery: Proven track record of delivering ML solutions

Responsibilities

Lead ML Research and Development: Drive the research, development, and optimization of machine learning models, focusing on solving real-world business problems through advanced ML techniques
Architect Novel Training and Fine-Tuning Methodologies: Design, implement, and iterate on advanced training protocols, fine-tuning processes, and optimization strategies, particularly for Language Models (LLMs)
Evaluate Model Performance and Innovation: Develop and refine techniques for assessing and enhancing the effectiveness of ML models, focusing on accuracy, scalability, and adaptability to dynamic enterprise requirements
Feedback System Design for Continuous Learning: Create systems that incorporate user and system feedback to iteratively improve model performance over time
Cross-Functional Collaboration: Work closely with product teams and domain experts to translate business needs into research questions and actionable ML strategies
Stay Current on ML Advancements: Actively monitor the latest research in ML and NLP, integrating cutting-edge practices and methodologies into our development pipeline
Mentor and Guide Team Members: Provide technical guidance to junior researchers, fostering a culture of continuous learning, experimentation, and research-driven development

Skills

Key technologies and capabilities for this role

Machine LearningLLMsFine-TuningModel OptimizationML ResearchModel ArchitectureTraining Protocols

Questions & Answers

Common questions about this position

What is the location for this Senior ML Researcher role?

The position is located in McLean, VA.

What salary or compensation is offered for this position?

This information is not specified in the job description.

What key skills are required for the Senior ML Researcher role?

The role requires expertise in ML model training and optimization, designing novel training and fine-tuning methodologies especially for Language Models (LLMs), and evaluating model performance for accuracy, scalability, and adaptability.

What is the company culture like at Trase Systems?

Trase fosters a culture of continuous learning, experimentation, and research-driven development, with emphasis on mentoring junior researchers and cross-functional collaboration.

What makes a strong candidate for this Senior ML Researcher position?

A strong candidate has proven expertise in ML research, experience optimizing language models for enterprise needs, and the ability to lead innovations while mentoring others and staying current with ML advancements.

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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