Senior AI/ML Engineer, 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, HealthcareIndustries

Requirements

Proven experience in developing, optimizing, and deploying ML systems in production environments
Strong background in building and managing end-to-end training pipelines for ML models
Extensive knowledge and hands-on experience in fine-tuning large language models for specific use cases and optimizing them for targeted outcomes
Skilled in ML frameworks such as TensorFlow, PyTorch, or similar tools used in ML model development
Proficient in Python with a focus on writing efficient, clean, and maintainable code for ML applications
Ability to distill complex ML concepts for both technical and non-technical audiences
Bachelor’s or Master’s degree in Machine Learning, Computer Science, Data Engineering, or a related field
A track record of delivering and implementing machine learning solutions that have successfully driven value in real-world applications
Active Secret or Top Secret Clearance

Responsibilities

Architect, Build, and Optimize ML Systems: Develop and deploy robust ML models that deliver high-impact results for real-world applications
Training Pipeline Development: Design and implement efficient, scalable pipelines to train and retrain ML models, ensuring they meet business needs
Fine-Tuning Large Language Models (LLMs): Continuously fine-tune LLMs to align with specific enterprise requirements, enhancing accuracy, relevance, and performance
Feedback Systems Design: Implement and refine feedback loops to iteratively improve the effectiveness of ML models over time
Cross-Functional Collaboration: Work closely with product and business teams to understand and translate requirements into ML solutions that provide tangible outcomes
Stay Current with ML Advancements: Keep up with the latest in ML research and best practices, applying insights to our ML infrastructure to ensure it remains at the cutting edge
Mentorship and Knowledge Sharing: Guide and mentor junior team members, fostering a culture of continuous improvement and technical growth
Technical Communication: Clearly and effectively communicate ML methodologies, results, and insights to non-technical stakeholders

Skills

Key technologies and capabilities for this role

Machine LearningML ModelsLLM Fine-TuningModel TrainingML PipelinesModel OptimizationScalable Systems

Questions & Answers

Common questions about this position

What is the location for this role?

The position is located in McLean, VA.

Is a security clearance required for this position?

Yes, an Active Secret or Top Secret Clearance is required.

What are the key responsibilities for the Senior AI/ML Engineer?

Key responsibilities include architecting and optimizing ML systems, developing training pipelines, fine-tuning LLMs, designing feedback systems, collaborating cross-functionally, staying current with ML advancements, mentoring juniors, and communicating technically.

What experience is required for this role?

Proven experience in developing, optimizing, and deploying ML systems in production environments, along with strong background in model training and pipeline mastery, is required.

What is the company culture like at Trase Systems?

Trase fosters a culture of continuous improvement and technical growth through mentorship, knowledge sharing, and collaboration with product and business teams.

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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