Machine Learning Engineer (NLP)

K1X, Inc. • United State
Remote
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AI Summary

Join K1X, Inc. as a Machine Learning Engineer to develop and deploy advanced machine learning models for parsing, extracting, and categorizing complex financial documents. With a focus on NLP, you will work on challenging problems within the alternative investments sector, shaping the future of data digitization and distribution.

Key Highlights
Develop and deploy machine learning models for financial document analysis
Collaborate with cross-functional teams to integrate machine learning solutions
Mentor junior data scientists and team members
Technical Skills Required
Python scikit-learn PyTorch spaCy Docker Kubernetes
Benefits & Perks
Unlimited Vacation Policy
Sick Time
Holidays
Paid Parental Leave
Fully Remote Work Environment
Healthcare Benefits
401K Retirement Plan

Job Description


About the Company


K1x is the leading data distribution platform for alternative investments, dedicated to transforming the way K-1 tax documents and partnership accounting data are processed and distributed. Our innovative AI-powered K-1 extraction technologies set us apart in the industry, enabling us to produce the first fully digital K-1. Our mission is to digitize the K-1 ecosystem, making data more accessible, accurate, and efficient for our clients. With a focus on leveraging cutting-edge machine learning and natural language processing (NLP), we aim to revolutionize the alternative investment landscape. Learn more about us at www.k1x.io.

About the Role


We are seeking a highly skilled and experienced Machine Learning Engineer to join our dynamic, fully remote team. The ideal candidate will possess a strong background in natural language processing (NLP) and extensive experience working with unstructured and semi-structured data such as financial statements and tax documents. In this role, you will be instrumental in developing and deploying advanced machine learning models that significantly improve our software’s ability to accurately parse, extract, and categorize complex financial documents. Your expertise will directly contribute to enhancing our product offerings, streamlining workflows, and providing our clients with reliable, real-time data solutions. This position offers an exciting opportunity to work on challenging problems within the alternative investments sector, shaping the future of data digitization and distribution.

Qualifications


  • Masters’ or PhD in Computer Science, Mathematics, Statistics, Data Science, or a related field, or equivalent practical experience
  • 6+ years of relevant industry experience as a data scientist or machine learning engineer, with a focus on NLP/NLU projects
  • Proven experience leading end-to-end data science and machine learning project implementations
  • Strong problem-solving skills with the ability to synthesize complex technical results and communicate effectively to both technical and non-technical stakeholders
  • Proficiency in Python, along with a solid understanding of machine learning frameworks and libraries such as scikit-learn, PyTorch, and spaCy
  • Experience working with unstructured and semi-structured data, especially financial and tax documents


Preferred Qualifications:

  • Previous experience applying NLP techniques to financial documents
  • Knowledge of alternative investment accounting processes and needs
  • Experience deploying machine learning models using containerization (Docker, Kubernetes) and orchestration technologies

Responsibilities


  • Develop, train, and optimize machine learning models for parsing, extracting, and categorizing data within PDF tax documents and financial statements
  • Collaborate closely with cross-functional teams, including product management and engineering, to integrate machine learning solutions into our software products
  • Apply statistical analysis to identify signals, trends, and insights that can inform product development and improve model accuracy
  • Mentor and guide junior data scientists and team members, fostering a collaborative and innovative work environment
  • Monitor and maintain deployed models, ensuring they perform reliably and accurately over time
  • Stay updated with the latest advancements in NLP and machine learning, incorporating new techniques to enhance our solutions

Benefits


  • Unlimited Vacation Policy, Sick Time, and Holidays
  • Paid Parental Leave
  • Fully Remote Work Environment
  • Healthcare Benefits
  • 401K Retirement Plan
  • Growing Startup Culture with Opportunities for Advancement

Equal Opportunity


K1x is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status.


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