- Develops complex data pipelines and implements data engineering design principles for iterative data pipeline development to drive scale and efficiency. Proficient in model development environments and coding best practices to enable model deployment.
- Integrates and optimizes existing data and model pipelines in a production environment. Identifies and diagnoses data inconsistencies and errors, documents assumptions, and forages to fill data gaps. Applies knowledge of experimental methodologies, statistics, optimization, probability theory, and machine learning concepts to create self-running artificial intelligence (AI) systems to automate predictive models. Proficient in SDLC processes and related tools and technologies.
- Partners with data science teams to review model ready dataset document/feature documentation. Develops data model design and document and reviews for completeness with data science teams.
- Partners with data science teams to understand data requirements, performs data discovery for model development. Performs detailed analysis of raw data sources for data quality, applies business context, and model development needs. Drives efficiency through the use of data discovery tools.
- Engages with internal stakeholders to understand and probe business processes and develop hypotheses. Brings structure to requests and translates requirements into an analytic approach. Participates in and influences ongoing business planning and departmental prioritization activities.
- Writes model monitoring scripts as needed. Diagnoses root causes based on model monitoring alerts and triages issues. Coordinates and plans response to model monitoring alerts and resolves issues.
- Serves as a machine learning engineering subject matter expert on cross functional teams for large strategic initiatives and contributes to the growth of the Vanguard analytic community.
- Participates in special projects and performs other duties as assigned.
-
Water/Wastewater Engineering Specialist
2 days ago
STV Charlotte, United States Full timeDescription · Founded in 1912, STV is a leading national infrastructure-focused professional services firm, providing engineering, architectural, planning, environmental, program management and construction management services for transportation systems, buildings, water, energy ...
-
Systems Engineer Specialist
3 days ago
Kavaliro Charlotte, United StatesKavaliro has partnered with a North Carolina client who is seeking a Systems Engineer Specialist for a remote opportunity. Formulates and defines specifications for complex operating systems. Modifies and maintains complex operating systems and supporting products using vendor re ...
-
Engineering Services Specialist
3 days ago
US AMR-Jones Lang LaSalle Americas, Inc. San Francisco, United States PermanentThe Critical Environment Engineer will be responsible for ensuring the Critical Environments Preventive Maintenance Program is properly implemented and maintained at all clients designated Critical Facilities located in their respective region. The position will require a strong ...
-
Platform Engineer, Specialist
2 days ago
Vanguard Charlotte, United StatesCore Responsibilities · 1. Plans and implements new technologies and major releases for the most critical enterprise-wide IT platform projects. Designs, implements, and deploys platforms to support and meet business needs. Identifies, recommends, and implements opportunities for ...
-
Machine Learning Engineer, Specialist
3 days ago
Vanguard Group Charlotte, United StatesIn this role you will provide; · Infrastructure and Environment Management: Design, implement, and manage scalable and reliable infrastructure for machine learning models, GenAi applications, and other enterprise applications. · Ensure seamless integration of machine learning m ...
-
Engineering Specialist
3 weeks ago
Wastequip Charlotte, United StatesJob Description · Job Description · Responsibilities · Actively collaborate with cross-functional teams to improve Engineering data quality. · Coordinate, check, and complete BOM/Standards modifications as necessary. · Assist team leadership in the management and completion of ...
-
Contact Center Solutions Specialist/Engineer
2 weeks ago
Lorven technologies Charlotte, United StatesJob Description · Job DescriptionJob Title: Contact Center Solutions Specialist/Engineer · Location: Charlotte, NC · Must have · Workforce Management - 2+ years' experience (Must have) · Alvaria or Verint Product - 5+ years' experience (Must have) · Contact Center solutions for l ...
-
Civil Engineering Specialist
3 weeks ago
STV Incorporated Charlotte, United StatesFounded in 1912, STV is a leading national infrastructure-focused professional services firm, providing engineering, architectural, planning, environmental, program management and construction management services for transportation systems, buildings, water, energy and other faci ...
-
Systems Engineer Specialist
3 weeks ago
First Connect Charlotte, United StatesJob Description: · 8 am - 5 pm Bachelor's Degree in Computer Science. · 8 years of experience installing and supporting sophisticated information systems in a healthcare environment utilizing client/server technologies. · Advanced knowledge of job-related systems such as Unix, Li ...
-
Cloud Engineer, Specialist
1 week ago
Vanguard Charlotte, United States· Responsibilities: · Define and implement efficient end-to-end provisioning automation · Serves as a subject matter expert & champion for · automation/orchestration · Supports existing technical service offerings with automation functionality · Identify the automation orchestra ...
-
Project Engineer/Project Specialist
2 weeks ago
IPEX Group of Companies Pineville, North Carolina, United States PermanentIPEX is one of the North American leading providers of advanced plastic piping systems. Our mission is to shape a better tomorrow by connecting people with water and energy. · We currently have an exciting opportunity as a Project Engineer/Project Specialist. This role is based i ...
-
Honeywell Charlotte, United StatesWHY HONEYWELL? · Honeywell International Inc. invents and commercializes technologies that address some of the world's most critical challenges around energy, safety, security, air travel, productivity, and global urbanization. We are a leading software-industrial company commit ...
-
Project Engineer/Project Specialist
6 days ago
IPEX Group of Companies Pineville, United StatesIPEX is one of the North American leading providers of advanced plastic piping systems. Our mission is to shape a better tomorrow by connecting people with water and energy. · We currently have an exciting opportunity as a Project Engineer/Project Specialist. This role is based ...
-
Project Engineer/Project Specialist
3 weeks ago
IPEX Group of Companies Pineville, United StatesJob Description · Job DescriptionIPEX is one of the North American leading providers of advanced plastic piping systems. Our mission is to shape a better tomorrow by connecting people with water and energy. · We currently have an exciting opportunity as a Project Engineer/Project ...
-
Civil Engineer
2 weeks ago
Atlas Ventures Gastonia, United StatesYour Contribution · You will independently work on projects for public clients and coordinate your project team · You will be responsible for structural engineering and water engineering for construction projects · You will create tender documents (construction descriptions, perf ...
-
Lead Field Install Technician
3 weeks ago
Honeywell Charlotte, United StatesThe main function of the Lead Field Install Technician is to commission Honeywell control systems – HVAC, fire and security control systems. These control systems are engineered by Honeywell's in-house engineers, installed by Electrical Subcontractors and then commissioned by Hon ...
-
Administrative Specialist
1 day ago
Brian's crankbaits LLC Charlotte, United StatesCompany Description · STR Mechanical is a full-service Commercial HVAC Contractor that serves the Charlotte Metro region. We specialize in system design, engineering services, equipment upgrades, building automation, and energy-based maintenance plans for commercial HVAC equipmen ...
-
Project Controls
13 hours ago
Spencer Ogden Charlotte, United StatesThis is the expert level of the Project Controls classification hierarchy. Workers at this level lead the development of the reporting systems for project controls assignments. They perform complex aspects of individual scheduling, change documentation and cost control while repo ...
-
Technical Service Representative II
4 days ago
Husqvarna Group Charlotte, United States Full timeThe Technical Product Specialist level 2 is responsible for providing Technical Information, Technical Repair Knowledge, and Technical Troubleshooting for all Husqvarna Group Products. The Primary responsibility is to provide technical product support to our Distributors, Dealers ...
-
Energy Project Manager
4 days ago
JMT Charlotte, United States Full time/RegularEnergy · Charlotte, NC · • ID: 20804 · • Full-Time/Regular · Job Description: Johnson, Mirmiran & Thompson is a dynamic, 100% employee-owned consulting firm of more than 2,000 professionals that provides a full range of multi-disciplined engineering, architecture, information ...
Machine Learning Engineer, Specialist - Charlotte, United States - The Vanguard Group
![Default job background](https://contents.bebee.com/public/img/bg-user-ex-1.jpg)
Description
In this role you will provide;Infrastructure and Environment Management:
Design, implement, and manage scalable and reliable infrastructure for machine learning models, GenAi applications, and other enterprise applications.
Ensure seamless integration of machine learning models into production systems.
Continuous Integration/Continuous Deployment (CI/CD):
Develop and maintain CI/CD pipelines for automating the deployment of machine learning models.
Implement version control and release management practices for machine learning assets.
Model Deployment and Monitoring:
Deploy machine learning models to production environments and monitor their performance.
Implement monitoring solutions to detect and address issues related to model drift, data quality, and system health.
Collaboration with Data Scientists and Engineers:
Collaborate with data scientists to understand model requirements and facilitate the transition of models from research to production.
Work closely with software engineers to integrate machine learning solutions into existing applications.
Security and Compliance:
Implement security best practices for machine learning systems.
Ensure compliance with relevant regulations and industry standards.
Automation and Scripting:
Develop automation scripts and tools to streamline the MLOps processes.
Implement best practices for code and configuration management.
Troubleshooting and Incident Response:
Provide support for troubleshooting issues related to machine learning models in production.
Develop and implement incident response plans for machine learning systems.
Documentation:
Maintain comprehensive documentation for MLOps processes, workflows, and configurations
The Machine Learning Engineer writes model monitoring scripts as needed, diagnoses root causes based on model monitoring alerts while triages any issues, and coordinates and plans response to model monitoring alerts and resolves issues.
Core ResponsibilitiesUndergraduate degree or equivalent combination of training and experience. Graduate degree preferred.
Minimum of eight years related work experience
Special Factors
Sponsorship
Vanguard is not offering visa sponsorship for this position.
About Vanguard
We are Vanguard. Together, we're changing the way the world invests.
For us, investing doesn't just end in value. It starts with values. Because when you invest with courage, when you invest with clarity, and when you invest with care, you
can
get so much more in return. We invest with purpose – and that's how we've become a global market leader. Here, we grow by doing the right thing for the people we serve. And so can you.
We want to make success accessible to everyone. This is our opportunity. Let's make it count.
Inclusion Statement
Vanguard's continued commitment to diversity and inclusion is firmly rooted in our culture.
Every decision we make to best serve our clients, crew (internally employees are referred to as crew), and communities is guided by one simple statement: "Do the right thing.
"We believe that a critical aspect of doing the right thing requires building diverse, inclusive, and highly effective teams of individuals who are as unique as the clients they serve.
We empower our crew to contribute their distinct strengths to achieving Vanguard's core purpose through our values.When all crew members feel valued and included, our ability to collaborate and innovate is amplified, and we are united in delivering on Vanguard's core purpose.
Our core purpose:
To take a stand for all investors, to treat them fairly, and to give them the best chance for investment success.
How We WorkVanguard 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.
#J-18808-Ljbffr