Staff Machine Learning Engineer
Pivotal Solutions Inc
San Francisco, CA, United States
11 days ago
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Role details
Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Expert
Experience required
5 years minimum
Working hours
Regular working hours
Job source
Tech stack
Amazon Web Services
Batch Processing
Data as a Services
Data Mining
Python (Programming Language)
Machine Learning
Software Engineering
Feature Engineering
Flask (Web Framework)
Fastapi
Pandas
Scikit Learn
+2 more
Information Technology
Machine Learning Operations
Job description
- Collaborate with global teams to deliver high-impact data products for worldwide deployment.
- Develop and maintain ML pipelines to optimize critical processes for global lending products, including anti-fraud systems, credit strategy, and marketing optimization.
- Enhance and maintain scalable machine learning infrastructure to support robust data product performance.
- Mentor engineers and data scientists on best practices in ML engineering, fostering a culture of excellence and knowledge sharing.
- Lead data product development from ideation through to large-scale deployment, ensuring end-to-end execution.
Requirements
Machine Learning, Loans, Process Improvement, Marketing Strategy, Machine Learning, Equipment Maintenance/Repair, Product Support, Mentoring, Data Science, Best Practices, * PhD or Masterβs degree in Computer Science, Statistics, Engineering, or a related field.
- 5+ years of experience as a Machine Learning Engineer, Data Scientist, or in a closely related role, with a proven track record of delivering impactful solutions.
- Deep expertise in machine learning algorithms, frameworks, and the full ML lifecycle, including data extraction, feature engineering, model serving, and monitoring for both live and batch processing.
- Strong software design skills with high proficiency in Python and related libraries/frameworks (e.g., Scikit-Learn, Pandas, Flask, FastAPI).
- Excellent interpersonal skills, with strong written and verbal communication abilities.
- Demonstrated experience with cloud providers (AWS preferred) and associated data services.
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