招聘
Key Responsibilities
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Develops complex queries and performs extensive programming to access, transform, and prepare largescale data for statistical modeling and AI applications.
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Leads diagnostic, predictive, and prescriptive analytics initiatives to support strategic and operational decision-making.
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Identifies data inconsistencies, documents assumptions, and addresses data quality gaps to ensure reliable model outcomes.
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Designs, trains, evaluates, and deploys machine learning and AI models (e.g., supervised/unsupervised learning, NLP, timeseries, optimization).
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Apply generative AI techniques (e.g., LLMs, embeddings, prompt engineering, agents) to enable automation, insight generation, and intelligent user experiences.
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Guides model validation, performance monitoring, explainability, and responsible AI practices.
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Engages with business and technology stakeholders to understand problems, formulate hypotheses, and translate requirements into analytic and AI solutions.
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Serves as an AI and analytics expert on cross functional initiatives, contributing to enterprise wide data and AI maturity.
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Prepares and delivers clear, concise insight presentations and recommendations to technical and nontechnical audiences.
Qualifications
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7+ years of experience in data science, analytics, or related quantitative roles.
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Strong programming skills (e.g., Python, SQL) for data wrangling, modeling, and production ready solutions.
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Handson experience with statistical modeling and machine learning techniques.
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Proven ability to translate complex analytical results into business insights.
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Experience with generative AI, LLMs, vector databases, or AI orchestration frameworks.
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Familiarity with cloud based data and AI platforms.
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Experience working in regulated or largescale enterprise environments.
What Success Looks Like
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AI solutions that measurably improve efficiency, insight quality, and decision speed.
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Scalable, well governed models that are trusted by business partners.
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Clear storytelling that connects AI outcomes to business value.
Special Factors Sponsorship
Vanguard is not offering visa sponsorship for this position.
About Vanguard
At Vanguard, we don't just have a mission—we're on a mission.
To work for the long-term financial wellbeing of our clients. To lead through product and services that transform our clients' lives. To learn and develop our skills as individuals and as a team. From Malvern to Melbourne, our mission drives us forward and inspires us to be our best.
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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关于Vanguard

Vanguard
PublicA 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+
员工数
Kelayres
总部位置
评价
4.1
10条评价
工 作生活平衡
3.8
薪酬
2.5
企业文化
4.2
职业发展
3.2
管理层
4.3
75%
推荐给朋友
优点
Supportive and approachable management
Good work-life balance and flexible hours
Strong team collaboration and positive culture
缺点
Low or uncompetitive compensation
Limited career advancement and promotion opportunities
Heavy workload and overwhelming expectations
薪资范围
755个数据点
Junior/L3
Senior/L5
Staff/L6
Senior
Junior/L3 · Data Scientist
0份报告
$142,083
年薪总额
基本工资
-
股票
-
奖金
-
$120,000
$164,000
面试经验
3次面试
难度
3.0
/ 5
时长
14-28周
面试流程
1
Application Review
2
Online Assessment/Case Study
3
Phone Interview
4
Technical Interview
5
Final Round Interview
6
Offer
常见问题
Technical Knowledge
Behavioral/STAR
Past Experience
Case Study
Coding/Algorithm
新闻动态
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