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지금 많이 보는 기업

Vanguard
Vanguard

Largest company.

Senior AI/ML Scientist

직무데이터 사이언스
경력시니어급
위치Toronto, Canada
근무오피스 출근
고용정규직
게시1개월 전
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필수 스킬

Machine Learning

The EAiR team at Vanguard is seeking a highly skilled and motivated Senior AI Research Scientist to join our AI research team at Vanguard. In this role, you will be responsible for conducting innovative research in the areas of Large Language Models, Agentic AI, Reinforcement Learning, Knowledge Graph, and Responsible AI learning paradigms. You will work closely with our interdisciplinary team of scientist, engineers, and product managers to advance the state-of-the-art in AI technologies and drive their practical application in real-world Vanguard scenarios.

Vanguard’s Enterprise AI and Research (EAIR) team is actively working on advancing AI innovation by integrating cutting-edge concepts into the Vanguard AI ecosystem, establishing strategic AI partnerships, and building enterprise-level AI capabilities to empower Vanguard clients with advanced AI research and technology. The team aims to ultimately accelerate critical business solutions with AI capabilities. Some of the team’s areas of research include areas around Agentic AI, Responsible AI, and Cognitive AI Architecture.

Responsibilities:

  • Research on new and innovative techniques to advance Artificial Intelligence research supporting Vanguard strategic business goals.

  • Contribute to advanced AI research that would bring transformative changes to Vanguard business. Publish findings to AI/ML conferences including NeurIPS, ICML, ICLR, EMNLP, ACL, AAAI etc.

  • Build industry-leading algorithms for LLM finetuning paradigms, Autonomous Agents, Knowledge Graph, Generative AI, Responsible AI and their applications in financial domains to significantly improve our Vanguard client experiences.

  • Performs deep-depth diagnostic, predictive and prescriptive analysis to support data-based business decision-making. Creates alternative model approaches to assess the design of complex models and advance future capabilities.

  • Design, implement, test, deploy, and maintain innovative data and machine learning solutions to accelerate our business.

  • Create business values through productization and deployment of research outcomes.

  • Engages with internal stakeholders to understand and explore business processes to develop hypotheses. Brings structure to requests and translates requirements into an analytical approach.

  • Collaborate with various business and operation units to identify business opportunities and design innovative solutions to optimize processes and promote informed decision-making.

Qualification:

  • Master’s degree in a relevant field of study such as Computer Science, Cognitive Science, Mathematics, Statistics, Physics, Electrical & Computer Engineering.

  • At least 5+ years of experience in AI/ML research in industry or academic setting.

  • Experience with machine learning development lifecycle and AI/ML methods such as Transformers, Diffusion Models, SHAP, LLM and GenAI etc.

  • Strong software engineering capabilities and hands-on experience with various machine learning and deep learning frameworks including numpy, scikit-learn, keras, Py Torch and Tensorflow.

  • A strong understanding of the real-world advantages and drawbacks of various algorithms and the ability to measure success.

  • Ability to write clean, understandable code that follows leading industry standards and practices and is well-documented, and to build easily reproducible models.

AI Disclosure Statement Vanguard does not use artificial intelligence (AI) or automated decision-making tools in its recruitment process. All application reviews and hiring decisions are made by our recruitment team.

Accommodations

Vanguard is committed to fostering an accessible and inclusive workplace. We are committed to providing barrier-free and accessible employment practices in compliance with the Accessibility for Ontarians with Disabilities Act (AODA) and the Ontario Human Rights Code. If you require accommodation at any stage of the recruitment process, please inform us. We will work with you to meet your needs and you can reach us at  americas_crewcentral@vanguardhr.com, quoting the job ID and job title.

How We Work

Vanguard has implemented a hybrid working model for the majority of our crew members, designed to capture the benefits of enhanced flexibility while enabling in-person learning, collaboration, and connection. We believe our mission-driven and highly collaborative culture is a critical enabler to support long-term client outcomes and enrich the employee experience.

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Vanguard 소개

Vanguard

Vanguard

Public

A client-owned investment company that offers low-cost mutual funds, ETFs, advice, and related services to institutional and individual investors, and financial professionals.

10,001+

직원 수

Kelayres

본사 위치

리뷰

10개 리뷰

4.1

10개 리뷰

워라밸

3.8

보상

2.5

문화

4.2

커리어

3.2

경영진

4.3

75%

지인 추천률

장점

Supportive management and leadership

Great work-life balance and flexibility

Strong team collaboration and culture

단점

Low or non-competitive compensation

Limited career advancement and promotions

Heavy workload and long hours

연봉 정보

756개 데이터

Junior/L3

Senior/L5

Staff/L6

Senior

Junior/L3 · Data Scientist

0개 리포트

$142,083

총 연봉

기본급

-

주식

-

보너스

-

$120,000

$164,000

면접 후기

후기 3개

난이도

3.0

/ 5

소요 기간

14-28주

면접 과정

1

Application Review

2

Online Assessment/Case Study

3

Phone Interview

4

Technical Interview

5

Final Round Interview

6

Offer

자주 나오는 질문

Technical Knowledge

Behavioral/STAR

Past Experience

Case Study

Coding/Algorithm