Trase

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Senior ML Researcher, Applied Machine Learning – Security Clearance

Security EngineerSecurity EngineerFull TimeRemoteTeam 11-50Since 2023H1B No SponsorCompany SiteLinkedIn

Location

Washington

Posted

64 days ago

Salary

$175K - $225K / year

Postgraduate DegreeEnglishPythonPy TorchTensorflow

Job Description

• 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.

Job 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 that have made significant real-world impact, ideally within an enterprise or production setting.
  • Active Secret or Top Secret Clearance.

Benefits

  • 100% employer-paid, comprehensive health care including medical, dental, and vision for you and your family.
  • Paid maternity and paternity for 14 weeks at employees' normal pay.
  • Unlimited PTO, with management approval.
  • Opportunities for professional development and continued learning with educational reimbursements.
  • Optional 401K, FSA, and equity incentives available.
  • Mental health benefits through TARA Mind.

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