Data Scientist (Remote)

About us

We're on a mission to bring contracts and any other long documents to the 21st century!

We're using AI to make these documents intelligible, abstracting what matters in them and detailing their content so that humans can manipulate them easily.

We've been working on this since the beginning of 2021, and have applications in Real Estate, Finance, Insurance, and other industries. Today, we're growing fast and excited for new teammates to join us who are the best at what they do. We're passionate about building a company as diverse and creative as possible.

Position Description

At Zenlaw, we rely on data to guide our initiatives. This data helps to mold both our long-term strategy and our day-to-day operations. As a Data Scientist, you will be working with our engineering team to model complex problems and identify high-impact opportunities. You will be part of a high-energy, fast-paced team responsible for supporting initiatives and working on our ground-breaking AI models.

Our full-stack Data Science Team uses Python for research and development. Our wide range of experience includes NLP, SpaCy, Transformers, and PyTorch recommendation systems, supervised and unsupervised problems. As part of the team, you are free to use the approach you see fit while relying on your colleague's previous experience and expertise.
As a Data Scientist, you will:

• Research new techniques and frameworks for NLP tasks
• Design new experiments for data abstraction and categorization of sentences/paragraphs
• Work with our lawyers to review initial results and implement pre and post-processing scripts to improve the accuracy of models
• Run data analysis on our dataset to design potential rules for annotation.
• Improve the architecture of data modeling and data tooling in partnership with Engineering and cross-functional business partners
• Own your projects and use this autonomy to find creative and innovative ways of solving problems and delivering solutions.

We are looking for a passionate Data Scientist with:

• Bachelor in Statistics, Mathematics, Computer Science, or related field; graduate degree in Data Science, Statistics, Applied Mathematics, or another quantitative field
• 2+ years of industry work experience as an analyst, data scientist, or equivalent
• Experience with training and deploying NLP deep learning models
• Exceptional skills in Python, SQL, and any other programming language for data analysis and visualization.
• Excellent written and oral English communication skills with experience evangelizing the value of leveraging data in making both strategic and product decisions
• Experience with reporting systems and data pipeline architecture.
• Demonstrated problem-solving experience with the ability to break down complex and unstructured problems into layman's terms
• An online sample of your analytical and/or data visualization abilities is greatly appreciated.
  Nice to have:
  • Experience with Golang, and/or Git
  • Experience with SpaCy, Transformers, PyTorch, or similar NLP framework
  • Experience working with ontologies and knowledge graphs
  • Experience in MLOps
  • Master's Degree in Data Science, Statistics, Applied Mathematics, or another quantitative field

You care about:

• Ownership: you easily communicate ideas, implement them, and take responsibility for your actions
• Helping others: sharing knowledge with your colleagues is on top of your priorities
• Fast-paced startups: you love adapting to different situations, and you know how and when to iterate fast and with high quality
• Our product: you believe in our vision, and are willing to give your best to build the future of Zenlaw

What we offer you:

• Entrepreneurial responsibility and flat-hierarchies
• Ownership of your work
• Position 100% remote
• Open-minded variety of nationalities
• A collaborative, open workplace
• Team Events

This is a remote position that can be done from anywhere. Due to the remote nature of this role, we are unable to provide visa sponsorship.