Senior ML Engineer - Production ML (Remote)

FullStack; Columbia (SC); Remote; USD 120,000 - 190,000; Full time

Benefits offered by this job

Paid time off

100% remote

Health insurance

Dental & Vision insurance

401(k) match

Career growth opportunities

Continuing education

Job summary

FullStack is seeking a Senior Machine Learning Engineer (Traditional ML & Financial Data) to join our team. You will work with client teams or on FullStack product teams to deploy ML models and build robust data-driven solutions.

Ideal candidates have 5+ years in software, data science, or ML engineering, strong Python and ML libraries, and experience with production-grade pipelines and anomaly detection. Remote US-based work is supported.

Qualifications

• 5+ years of professional experience in software development, data science, or ML engineering.
• Advanced English required.
• Bachelor’s or equivalent four-year degree required.
• Strong expertise in traditional ML algorithms and statistical modeling (non-LLM).
• Hands-on experience training and deploying ML models for production.
• Proficient data exploration, preprocessing, and feature engineering on large datasets.
• Experience building anomaly detection for irregularities and outliers.
• Strong Python skills and ML/data science libraries.
• Experience with structured business datasets (finance/payroll preferred).
• Proactive, ownership-driven with strong analytical skills and problem solving.

Responsibilities

• Design, develop, train, and optimize ML models for production use.
• Explore data, preprocess features, and build robust pipelines for modeling.
• Develop and refine anomaly detection to identify data irregularities.
• Collaborate in Agile/Scrum teams to deliver ML features.
• Create and maintain CI/CD processes for ML applications.
• Translate complex data into reliable ML solutions for clients.

Skills

Python

Data Science

Machine Learning

Anomaly detection

Feature engineering

Production ML

Agile/Scrum

English communication

Education

Four-year college degree

Tools

NumPy

Pandas

scikit-learn

GitHub Actions

Job description

FullStack is seeking a Senior Machine Learning Engineer (Traditional ML & Financial Data) to join our team. You will work with client teams or on FullStack product teams to deploy ML models and build robust data-driven solutions.

Ideal candidates have 5+ years in software, data science, or ML engineering, strong Python and ML libraries, and experience with production-grade pipelines and anomaly detection. Remote US-based work is supported.