NLP/ML Analyst
Montreal, QC, US
5d ago

Job Description

Primary Responsibilities

Design and develop solutions that generate insights using a combination of E-Communication, voice and a variety of other data sources (trading systems, exchange data, monitoring systems, etc.

connecting the dots on compliance risks facing the Firm

Maintain strong SDLC practices to enable scalable, efficient and maintainable solutions

Document solutions for a technical audience as well for senior management and regulators

Help to drive innovation and continuous improvement within the global Compliance Monitoring and Testing programs through execution of strategic projects

Keep abreast of industry trends in the NLP / NLG as well as Machine learning and AI space

Required Skills

Degree in computer science, mathematics, statistics, linguistics, physics, computational finance, or a similar quantitative field

2+ years of experience with design and implementation of machine learning, deep learning, knowledge bases, recommendation systems, information retrieval

2+ years of experience in R or Python

Experience working on a Unix / Linux environment

Experience with manipulating large data sets across Hadoop or inverted index stores like Elastic Search

Strong business analysis skills

Ability to work with global, cross-functional teams

Excellent written and oral communication skills

Preferred Skills

Masters in computer science,, computational linguistics mathematics, statistics, physics, computational finance, or similar quantitative field

Experience programming in a high level language like Java or Scala is a significant plus

Understanding of Capital markets including listed derivatives and fixed income instruments

Exposure to E-Communications surveillance or E-Discovery solutions like Digital Reasoning, Attivio, Catelas or CA Autonomy

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