AI/ML Data Scientist
Vanguard · Malvern, PA
- On site
- Full-time
- $150,000 / year
- Malvern, PA
Job highlights
- Lead advanced analytics and data science initiatives.
- Mentor junior data scientists and analysts.
- Apply ML, Python, R, SQL, and big data.
- Drive innovation and business decisions.
- Hybrid work model with visa sponsorship.
About the role
Role Summary
This role leads and executes deep dive diagnostic, predictive, and prescriptive analytics to support data-driven business decision making, while mentoring junior data scientists and analysts, and applying advanced data science and big data mining techniques to uncover trends, inform strategic initiatives, and drive innovation across diverse business functions.
Responsibilities
- Develops complex queries and performs extensive programming to access, transform, and prepare data for statistical modeling.
- Leads and executes deep dive diagnostic, predictive, and prescriptive analytics to support data-driven business decision making.
- Mentors and develops junior data scientists and analysts.
- Identifies and diagnoses data inconsistencies and errors, documents data assumptions, and forages to fill data gaps.
- Engages with internal stakeholders to understand and probe business processes in order to develop hypotheses.
- Brings structure to requests and translates requirements into an analytic approach.
- Guides test design, research design, and model validation. Provides statistical consultation services.
- Serves as the analytics expert on cross functional teams for large strategic initiatives and contributes to the growth of the Vanguard analytic community.
- Prepares and delivers insight presentations and action recommendations.
- Communicates complex analytical findings and implications to business leaders.
- Participates in special projects and performs other duties as assigned.
- Designs scalable data mining models and reporting protocols to identify trends and patterns in massive datasets.
- Applies modern and emerging data science techniques to solve business problems across functions such as marketing, economics, and operations.
- Contributes to the advancement of analytics through exploratory research and application of cutting-edge statistical theory.
Qualifications And Skills
- Minimum 8 years of experience in data science, predictive analytics, or advanced statistical modeling roles.
- Bachelor’s degree (B.E./B.Tech) in Analytics, Applied Mathematics, Economics, Statistics, or Computer Science, or a Master’s degree/Diploma in a related quantitative field.
- Expertise in programming with Python, R, or SQL; hands-on experience with machine learning libraries (e.g., Scikit-learn, TensorFlow); strong understanding of data pipelines, data wrangling, and statistical techniques; experience in big data environments (Spark/Hadoop); familiarity with visualization tools like Tableau or Power BI.
Special Factors
- Sponsorship: Vanguard is 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.
Key skills/competency
- Data Science
- Machine Learning
- Predictive Analytics
- Python
- R
- SQL
- Big Data
- Statistical Modeling
- Data Wrangling
- Data Visualization
Skills & topics
- Data Scientist
- AI
- Machine Learning
- Predictive Analytics
- Python
- R
- SQL
- Big Data
- Statistical Modeling
- Data Analysis
- Analytics
- Vanguard
How to get hired
- Tailor your resume: Highlight your 8+ years of data science and machine learning experience, Python, R, SQL, and big data (Spark/Hadoop) skills.
- Showcase your impact: Quantify your achievements in predictive, prescriptive, and diagnostic analytics to demonstrate business value.
- Prepare for technical interviews: Brush up on statistical modeling, machine learning libraries (Scikit-learn, TensorFlow), and data wrangling techniques.
- Understand Vanguard's mission: Articulate how your analytical skills can contribute to client financial well-being and innovation.
Technical preparation
Master Python/R/SQL for data manipulation.,Practice with Scikit-learn, TensorFlow.,Build models using Spark/Hadoop.,Prepare data visualization with Tableau/Power BI.
Behavioral questions
Describe a complex business problem you solved.,How do you mentor junior data scientists?,Explain a challenging data inconsistency.,How do you translate business needs to analytics?
Frequently asked questions
- What is the work arrangement for the AI/ML Data Scientist role at Vanguard?
- Vanguard utilizes a hybrid working model for this AI/ML Data Scientist position, balancing flexibility with in-person collaboration.
- Does Vanguard offer visa sponsorship for the AI/ML Data Scientist role?
- Yes, Vanguard is offering visa sponsorship for qualified candidates applying for the AI/ML Data Scientist position.
- What programming languages are essential for the AI/ML Data Scientist role at Vanguard?
- Proficiency in Python, R, or SQL is essential for this role, along with experience in machine learning libraries and big data environments.
- What level of experience is required for the AI/ML Data Scientist position at Vanguard?
- A minimum of 8 years of experience in data science, predictive analytics, or advanced statistical modeling is required for this AI/ML Data Scientist role.
- What educational background is preferred for the AI/ML Data Scientist role at Vanguard?
- A Bachelor's degree in Analytics, Applied Mathematics, Economics, Statistics, or Computer Science, or a Master's/Diploma in a related quantitative field, is preferred.
- How can I best prepare for an interview for the AI/ML Data Scientist job at Vanguard?
- Prepare to discuss your experience with predictive and prescriptive analytics, showcase your programming skills in Python/R/SQL, and demonstrate your understanding of machine learning and big data concepts.
- What kind of analytical techniques will I use as an AI/ML Data Scientist at Vanguard?
- You will use deep dive diagnostic, predictive, and prescriptive analytics, alongside advanced data science and big data mining techniques to uncover trends and drive innovation.
- Will I be expected to mentor others in this AI/ML Data Scientist role?
- Yes, a key responsibility of this role is to mentor and develop junior data scientists and analysts, contributing to the growth of the analytic community.