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Senior Machine Learning Engineer - Multilingual
Posted on 11/12/2021
INACTIVE
Locations
Seattle, WA, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Computer Vision
Data Structures & Algorithms
C/C++/C#
Java
Management
Pytorch
Tensorflow
Natural Language Processing (NLP)
Python
Operations Research
SpaCy
Requirements
  • 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 machine learning framework
  • Strong programming skills in one or more of the following languages - Python, C#, Java, C/C++
  • Bachelor's degree in computer science, Physics, statistics, econometrics, operations research, applied mathematics or an equal computational field
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/legal
  • Be knowledgeable in and be able to apply NLP techniques in order to maintain and extend the current rule-based, supervised and unsupervised methods
  • Be knowledgeable in and able to 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. Also an understanding of the entire software development end-to-end process as well as the product code and release management process will be essential
  • Understand, assist and improved 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
Desired Qualifications
  • Demonstrated experience developing and deploying sequence-based Deep Learning models
  • Experience in latest NLP big model technologies like GPT2, BERT, XLNet
  • Experience in Computer Vision
  • Strong desire to stay ahead of industry trends & technologies with a commitment to continuous learning
  • Experience with Machine Learning Concepts - Training, Validation, Testing, Precision/Recall, Bias/Variance etc
  • Experience in extracting, cleansing, and manipulating large, diverse structured and unstructured sets
  • Assist with the development of language agnostic contract clause recognition, including Cyrillic (Russian) and double byte languages such as Japanese, Korean and Chinese
DocuSign

1,001-5,000 employees

Platform for electronic signatures & agreements
Company Overview
DocuSign is on a mission to accelerate business and simplify life for companies and people around the world. The company provides an e-signature technology that helps organizations connect and automate how they prepare, sign, act on, and manage agreements.
Benefits
  • Health benefits: Medical, dental, and vision
  • Life and disability benefits
  • Savings: Pre-tax parking plans, Health Savings Accounts, Health Care FSA, Dependent Care FSA
  • Wealth Generation: 401(k) or other retirement plans, Employee Stock Purchase Plan, Restricted Stock Units, Sales Commissions, Company Incentive Plan (CIP)