Senior Machine Learning Engineer, Specialist
2 weeks ago• Malvern, PA
Gunnison, CO
Core Responsibilities
- Design, develop, and optimize complex data pipelines using machine learning engineering best practices to ensure scalability, efficiency, and reliability.
- Develop and implement robust MLOps pipeline to support the deployment, monitoring, and lifecycle management of AI/ML models in production environments.
- Integrate and maintain data and model pipelines, proactively diagnosing data quality issues and documenting assumptions.
- Collaborate closely with data scientists to validate model-ready datasets and ensure thorough, accurate feature documentation.
- Conduct exploratory data analysis and discovery on raw data sources, incorporating business context to support model development.
- Track data lineage and perform root cause analysis during early-stage exploration or issue resolution.
- Partner with internal stakeholders to understand business processes and translate them into scalable analytical solutions.
- Develop and maintain model monitoring scripts, investigate alerts, and coordinate timely resolutions.
- Act as a subject matter expert in machine learning engineering on cross-functional teams, contributing to high-impact initiatives.
- Stay current with advancements in AI/ML and evaluate their applicability to business challenges.
Qualifications:
- Bachelor's degree in a relevant field required; Master's degree preferred.
- 6+ years of relevant experience in data engineering or machine learning engineering.
- Minimum 3 years of hands-on experience building ETL pipelines using AWS services
- Proven experience developing and implementing MLOps pipeline for deploying, monitoring, and managing AI/ML models in production.
- Proficient in Python and familiar with key machine learning frameworks and libraries.
- Strong understanding of cloud technologies and AI/ML platforms like AWS SageMaker.
- Solid grasp of software engineering principles, including design patterns, testing, security, and version control.
- Knowledge of the Machine Learning Development Lifecycle (MDLC) and best practices.
- Experience designing and implementing end-to-end machine learning pipelines and solution architectures.
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.
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Client-provided location(s): Malvern, PA, Gunnison, CO
Job ID: Vanguard-168698
Employment Type: FULL_TIME
Posted: 2025-07-10T12:54:38
Perks and Benefits
Health and Wellness
- FSA
- HSA
- Health Reimbursement Account
- Fitness Subsidies
- On-Site Gym
- HSA With Employer Contribution
- Health Insurance
- Dental Insurance
- Vision Insurance
- Life Insurance
- Short-Term Disability
- Long-Term Disability
- Mental Health Benefits
- Virtual Fitness Classes
- Pet Insurance
Parental Benefits
- Non-Birth Parent or Paternity Leave
- Birth Parent or Maternity Leave
- Fertility Benefits
- Adoption Assistance Program
- Family Support Resources
- Adoption Leave
Work Flexibility
- Flexible Work Hours
- Hybrid Work Opportunities
Office Life and Perks
- Company Outings
- Commuter Benefits Program
- Casual Dress
- Happy Hours
- Snacks
- Some Meals Provided
- On-Site Cafeteria
Vacation and Time Off
- Personal/Sick Days
- Paid Holidays
- Paid Vacation
- Volunteer Time Off
- Leave of Absence
Financial and Retirement
- Relocation Assistance
- Performance Bonus
- 401(K) With Company Matching
- 401(K)
- Financial Counseling
- Profit Sharing
Professional Development
- Promote From Within
- Mentor Program
- Shadowing Opportunities
- Access to Online Courses
- Tuition Reimbursement
- Internship Program
- Lunch and Learns
- Leadership Training Program
Diversity and Inclusion
- Diversity, Equity, and Inclusion Program
- Employee Resource Groups (ERG)
Company Videos
Hear directly from employees about what it is like to work at Vanguard.