Noetica · 23 hours ago
Machine Learning Engineer
New York
Full-time
Hybrid
Entry, Mid Level
$187K/yr - $270K/yr
2+ years expNoetica is focused on solving critical NLP problems in the capital markets ecosystem with a strong emphasis on machine learning. As a Machine Learning Engineer, you will develop AI systems to extract insights from complex legal documents, collaborating with a skilled team to enhance the company's competitive advantage in legal benchmarking.
Artificial Intelligence (AI)FinanceSoftware
Responsibilities
Build ML models and pipelines with scalability and reproducibility as foundational principles, not afterthoughts
Develop NLP systems that can accurately process and understand complex legal language and terminology
Design and implement LLM-based solutions that are well-documented, and empower legal professionals to extract valuable insights
Extend and create reliable model evaluation frameworks that ensure accuracy and reduce the risk of model drift or bias
Simplify complex ML systems into more manageable solutions that are easier to understand, maintain, and explain
Optimize model performance through smart feature engineering and efficient algorithm selection based on actual use cases
Work with security engineers to implement responsible AI practices that protect sensitive data while still delivering valuable insights
Qualification
Required
An MS or PhD in Computer Science, Machine Learning, or a related field with a focus in ML/AI
2+ years of professional software engineering experience
Practical experience with traditional NLP techniques and modern LLM architectures
Proficiency with Python, PyTorch/TensorFlow, and ML deployment pipelines
Direct experience building and fine-tuning language models for specialized domains
Strong experience designing effective evaluation metrics for NLP systems
Strong communication and collaboration skills
A self-starting, problem-solving approach biased towards action and scope minimization
Preferred
You have experience implementing ML systems in regulated industries
You have experience optimizing model performance and resource utilization in data-intensive environments
You have a strong background in legal text analysis or have worked with legal domain experts
You have experience with few-shot learning and prompt engineering techniques
You are interested in language, law, finance, or economics
You thrive in a high-leverage, fast-paced environment
Benefits
Medical, dental, and vision insurance with 100% employer-paid premiums for employees and 65% for dependents
Hybrid in-office schedule
Amazing office location next to Bryant Park/Grand Central
401(k) retirement plan
Wellhub (Gympass) fitness membership
Unlimited PTO
Unlimited sick days
Company offsites
Commuter benefits
Company
Noetica
Reach out to contact@noetica.ai to learn more!
11-50 employees
H1B Sponsorship
Noetica has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (1)
Funding
Current Stage
Early StageTotal Funding
$29.48MKey Investors
Lightspeed Venture PartnersBling Capital
2024-10-10Series A· $22M
2023-12-12Seed· $6M
2022-01-01Pre Seed· $1.48M
Leadership Team
Daniel Wertman
Co-Founder & CEO
Tom Effland
Co-Founder & CTO
Recent News
thesaasnews.com
2025-08-12
Company Ventures
2025-08-12
Company data provided by crunchbase