Machine Learning Engineer, Specialist

Vanguard; Philadelphia (Philadelphia County); Hybrid; USD 90,000 - 140,000; Full time

Job summary

An established industry player is seeking a Machine Learning Engineer, Specialist, to enhance their data-driven capabilities. This role involves developing and programming machine learning algorithms to leverage data effectively in a production environment. You will collaborate with data science teams, support model integration, and engage with stakeholders to refine business processes. With a hybrid working model, this position offers a balance of flexibility and collaboration, making it an exciting opportunity for those passionate about innovative technology and analytics.

Qualifications

• 5+ years of experience in machine learning and data pipeline development.
• Proficiency in Python and AWS technologies for model production.

Responsibilities

• Develops and supports data pipelines for model development.
• Engages with stakeholders to translate business requirements into analytics.

Skills

Python

PySpark

SQL

NoSQL DB

AWS Cloud Tech Stack

Education

Undergraduate degree

Tools

Glue

AWS

Job description

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About this Job:

Supports and performs the development and programming of machine learning integrated software algorithms to structure, analyze, and leverage data in a production environment.

Core Responsibilities:

1. Leverages data pipeline designs and supports the development of data pipelines to support model development. Proficient with software tools that develop data pipelines in a distributed computing environment (PySpark, GlueETL).
2. Supports integration of model pipelines in a production environment. Develops understanding of SDLC for model production.
3. Reviews pipeline designs, makes data model design changes as needed. Documents and reviews design changes with data science teams.
4. Supports data discovery & automated ingestion for model development. Performs detailed analysis of raw data sources for data quality, applies business context, and model development needs.
5. 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. Participates in and influences ongoing business planning and departmental prioritization activities.
6. Runs model monitoring scripts, follows process for alerts to management as needed. Addresses issues found in data pipelines from model monitoring alerts.
7. Participates in special projects and performs other duties as assigned.

Qualifications:

• Undergraduate degree or equivalent combination of training and experience.
• Minimum of five years related work experience.
• Proficiency in Python, PySpark, SQL, NoSQL DB, AWS Cloud Tech Stack (Glue, SM, etc.).

Special Factors:

Sponsorship: Vanguard is not offering visa sponsorship for this position.

About Vanguard:

At Vanguard, we are on a mission to work for the long-term financial wellbeing of our clients, lead through innovative products and services, and foster personal and team development. Our hybrid working model combines flexibility with in-person collaboration to support our mission and culture.

Additional Details:

Seniority level: Mid-Senior level

Employment type: Full-time

Job function: Engineering and Information Technology