Senior Technical Recruitment Consultant @ DocuSign
Company Overview
DocuSign brings agreements to life. Over 1.5 million customers and more than a billion people in over 180 countries use DocuSign solutions to accelerate the process of doing business and simplify people’s lives. With intelligent agreement management, DocuSign unleashes business-critical data that is trapped inside of documents. Using DocuSign’s Intelligent Agreement Management platform, companies can create, commit, and manage agreements with solutions created by the #1 company in e-signature and contract lifecycle management (CLM).
What you'll do
DocuSign is looking for a passionate, talented, and inventive Senior MLE to help build industry-leading state of the art solutions. You will be leveraging mining, deep learning, content understanding, document processing and more. You will prototype machine learning models that deliver more personalized and automated customer experiences. This position is an individual contributor role reporting to the Director, Software Engineering.
Responsibilities
Work together with the ML team to perform research, testing and evaluation of existing and emerging NLP/ML/DL methods and technologies that could be effectively applied to contractual and legal contexts
Apply NLP techniques in order to maintain and extend the current rule-based, supervised and unsupervised methods
Apply ML/DL algorithms and technologies to NLP tasks such as Named Entity Recognition, POS tagging, Parsing, Sentiment Analysis, Clustering, text prediction, etc.
Develop an understanding of the technologies, methods and the architecture within DocuSign product development; understand the end-to-end software development process, product code, and release management
Understand, assist and improve the existing training maintenance and enrichment process
Work within the Machine Learning team to deploy models to production using existing and emerging machine learning methods and technologies
Work closely with Product Management to translate product requirements into robust, customer-agnostic machine learning success metrics
What you bring
Basic
8+ years of experience in designing, developing, deploying and monitoring machine learning and deep learning solutions
Experience programming in Python, PyTorch, TensorFlow, spaCy, scikit-learn, or equivalent ML frameworks
Programming experience in one or more languages: Python, C#, Java, C/C++
Bachelor’s degree in computer science, physics, statistics, econometrics, operations research, applied mathematics or an equivalent computational field
Preferred
Demonstrated experience developing and deploying sequence-based deep learning models
Experience with NLP big-model technologies like GPT-2, BERT, XLNet
Experience in computer vision
Strong commitment to staying ahead of industry trends with continuous learning
Experience with ML concepts - training, validation, testing, precision/recall, bias/variance, etc.
Experience in extracting, cleansing, and manipulating large, diverse structured and unstructured data sets
Assist with development of language-agnostic contract clause recognition, including Cyrillic (Russian) and double-byte languages such as Japanese, Korean and Chinese
Life at DocuSign
Working here
DocuSign is committed to building trust and making the world more agreeable for our employees, customers and the communities in which we live and work. We strive to listen, be honest, and do what’s right every day. At DocuSign, everyone is treated equally. We are committed to ensuring every team member has an equal opportunity to succeed, to be heard, to exchange ideas openly, to build lasting relationships, and to do the work of their lives. Your contributions help us make the world better, and you’ll be supported and valued by the team.
Accommodation
DocuSign is committed to providing reasonable accommodations for qualified individuals with disabilities in our job application procedures. If you need an accommodation, or a religious accommodation, during the application process, please contact accommodations@docusign.com. If you experience issues during the application process, please reach out to our Talent organization at taops@docusign.com for assistance.
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Seniority level
Mid-Senior level
Employment type
Full-time
Job function
Engineering and Information Technology
Industries
Software Development
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