Morgan Stanley

Data Scientist (NLP Specialist) - Legal and Compliance (Hybrid)

Morgan Stanley$110K — $130K *
Legal & Accounting
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 4+ years of practical experience in AI/ML/NLP solution development
  • Master's or PhD in Computer Science, Statistics, Mathematics, Engineering, or Machine Learning
  • Proficiency in Python or Java for software design
  • Experience with AI/ML/NLP tools like LangChain, OpenAI SDK, or PyTorch
  • Understanding of Software Development Life Cycle (SDLC) principles
  • Familiarity with financial markets and compliance risk analytics
  • Experience with LLM benchmarking techniques and knowledge of Vector Stores.

Responsibilities

  • Design high-performance systems with advanced techniques like Large Language Models (LLMs)
  • Create GenAI solutions to automate tasks and enhance efficiency
  • Research new methods to improve analytical capabilities
  • Collaborate with Compliance, Legal, Financial Crimes, and IT teams for AI/ML/NLP adoption
  • Innovate detection techniques for identifying suspicious activities.

Benefits

  • Hybrid work environment combining remote and in-office work
  • Opportunity to impact compliance monitoring and surveillance capabilities
  • Direct collaboration with cross-functional teams in a prestigious legal context
  • Access to cutting-edge AI technologies and techniques
  • Role plays a critical part in safeguarding against financial crimes.
Full Job Description
We're seeking someone to join our team as a Data Scientist (NLP Specialist) in Non-Financial Risk to develop and deploy advanced AI models using NLP, Machine Learning, and quantitative techniques to improve surveillance and compliance monitoring.

In the Legal & Compliance division, we assist the Firm in achieving its business objectives by facilitating and overseeing the Firm's management of legal, regulatory, and franchise risk. This is a Director level position within the NFR Data & Analytics team, which is responsible for designing and optimizing surveillance models and tools using advanced analytical techniques to help identify suspicious and/or illegal behaviors like money laundering, market manipulation, insider trading, unfair sales or trading practices and other financial crimes.

What you'll do in the role:
  • Design high-performance systems leveraging cutting-edge techniques including Large Language Models (LLMs), Retrieval Augmented Generation (RAG), Agentic AI architecture, and knowledge graph analytics.
  • Create GenAI-based solutions to automate manual tasks and drive cost efficiency.
  • Conduct research to identify novel methods for enhancing analytical solutions.
  • Collaborate with stakeholders across Compliance, Legal, Financial Crimes, and IT to promote adoption of new AI/ML/NLP capabilities.
  • Champion innovative approaches to improve detection of suspicious activity.


What you'll bring to the role:
  • At least 4 years of hands-on experience building AI/ML/NLP solutions and applying advanced statistical methods to solve complex business problems, together with a Master's or PhD in a quantitative discipline such as Computer Science, Statistics, Mathematics, Engineering, or Machine Learning.
  • Knowledge of software design and system principles and excellent skills in either Python (preferred) or Java.
  • Experience with AI/ML/NLP software packages such as LangChain, LangGraph, Semantic Kernel, CrewAI, OpenAI SDK, PyTorch, HuggingFace, etc.
  • Experience in adhering to Software Development Life Cycle (SDLC) principles include GIT related operations.
  • Strong problem solving and time management skills.
  • Familiarity with financial markets, especially in Compliance, Non-Financial Risk, and Fraud analytics.
  • Experience with benchmark creation and evaluation including LLM-as-a-Judge based techniques.
  • Knowledge of Vector Stores, Linux, SPARQL, and Graph Databases.


All our positions are located in Montreal, Quebec. We offer a hybrid work environment, combining remote work and attendance in the office.

Knowledge of French and English is required.

About Morgan Stanley

Morgan Stanley Investment Management are active managers of capital, working to outperform the market and deliver results for their clients. Morgan Stanley Investment Management's long-tenured professionals apply their experience and expertise across public and private markets, in single-sector, multi-asset and custom solutions.

Morgan Stanley Careers

Joining Morgan Stanley today means becoming part of a global team dedicated to strengthening communities, pioneering innovation, and fostering diversity. As a leading global financial services firm, Morgan Stanley offers unparalleled job opportunities, career growth, and a culture of leadership that together create an exceptional employment experience. Work You’ll Do At Morgan Stanley, you will collaborate with knowledgeable professionals to drive innovation and deliver solutions in financial services. Our team is composed of diverse, talented individuals who bring their unique skills and perspectives to work every day, setting the standard for leadership in the global market. Morgan Stanley is not just a company; it's a place where ambitious, creative, and skilled individuals can build a rewarding career. Here, you can experience the benefits of a vibrant culture dedicated to professional growth and diversity training. Internship Programs Kickstart your career with Morgan Stanley’s internship programs. These positions offer invaluable industry insights and professional experience to students and recent graduates. Interns at Morgan Stanley gain hands-on experience, working alongside seasoned experts in a dynamic, supportive environment. Innovation and Professional Growth We believe in the power of innovation to solve complex problems and encourage our team to think differently and act boldly. Morgan Stanley supports your career development through comprehensive training, development programs, and leadership workshops, ensuring that every employee has the tools they need to succeed. Join Our Team Explore the various job opportunities at Morgan Stanley, from entry-level positions to executive roles. We are hiring individuals who are passionate about finance and eager to contribute to a team that values integrity, excellence, and a forward-thinking mindset. Enhance your skills through our networking events, mentorship opportunities, and ongoing professional development. Stay Connected Keep up to date with the latest from Morgan Stanley Careers by subscribing to our job alert emails. Tailor your preferences to receive updates about new postings, career tips, and exclusive insights from our team leaders. Apply Now Ready to take the next step in your career? Search open positions that match your skills and interests on the Morgan Stanley Jobs portal. Prepare your resume, refine your interview techniques, and join a company that values innovation and leadership. At Morgan Stanley, we’re not just building careers—we’re developing leaders. Discover how far your talents can take you by joining our team today.
Learn more about Morgan Stanley
Size
77,000 employees
Market Cap
$144.1 billion
Industry
Net Income
$10.9 billion
Founded
1935
5 Year Trend
+10%
Revenue
$52 billion
NASDAQ

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