refresh

トレンド企業

トレンド企業

採用

求人Vanguard

Senior AI/ML Scientist

Vanguard

Senior AI/ML Scientist

Vanguard

Toronto, Canada

·

On-site

·

Full-time

·

1mo ago

必須スキル

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.

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.

総閲覧数

1

応募クリック数

0

模擬応募者数

0

スクラップ

0

Vanguardについて

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+

従業員数

Kelayres

本社所在地

レビュー

3.0

3件のレビュー

ワークライフバランス

3.8

報酬

2.8

企業文化

2.5

キャリア

2.3

経営陣

2.5

45%

友人に勧める

良い点

Better work/life balance

Higher pay compared to current positions

Interesting rotational programs

改善点

Lower pay than industry average

Perceived as dead end career path

Mixed employer reputation at entry level

給与レンジ

887件のデータ

Senior/L5

Senior/L5 · Clinical Data Analyst

2件のレポート

$158,000

年収総額

基本給

$122,000

ストック

-

ボーナス

-

$158,000

$158,000

面接体験

3件の面接

難易度

3.0

/ 5

期間

14-28週間

面接プロセス

1

Application Review

2

Online Assessment/Case Study

3

Phone Interview

4

Technical Interview

5

Final Round Interview

6

Offer

よくある質問

Technical Knowledge

Behavioral/STAR

Past Experience

Case Study

Coding/Algorithm