Senior ML Engineer: Production ML & Finance Data (Remote)

FullStack; Houston (TX); Remote; USD 140,000 - 190,000; Full time

Benefits offered by this job

Competitive Salary

Paid Time Off

100% remote work

Health, dental, and vision insurance

401(k) with 4% match

Career advancement opportunities

Continuing education opportunities

Job summary

FullStack is seeking a Senior Machine Learning Engineer to join our AI-focused engineering team. You’ll work with clients in two models: integrate into their teams or build a product alongside our own engineers to deliver production ML solutions.

The role emphasizes traditional ML, statistical modeling, and production-ready pipelines, with a focus on financial and structured datasets. Strong Python skills and experience with ML libraries are essential.

Qualifications

• 5+ years of professional experience in software development, Data Science, or Machine Learning Engineering.
• Advanced English is required.
• Successful completion of a four-year college degree is required.
• Strong expertise in traditional machine learning algorithms and statistical modeling, focusing on non-LLM approaches.
• Hands-on experience designing, training, and optimizing ML models for production use.
• Strong proficiency in data exploration, preprocessing, feature engineering, and model training with complex datasets.
• Experience developing anomaly detection algorithms to identify irregularities and outliers in data.
• Experience with Python and ML libraries.

Responsibilities

• Integrate into client teams and collaborate with designers and engineers.
• Design, train, and optimize ML models for production use.
• Develop anomaly detection and data pipelines to monitor data quality.
• Maintain CI/CD for ML applications and reusable libraries.

Skills

Advanced English

Python

Data exploration

Feature engineering

Production ML

Anomaly detection

Agile/Scrum

Team collaboration

Education

Four-year college degree

Tools

NumPy / pandas

Scikit-learn

TensorFlow / PyTorch

Job description

FullStack is seeking a Senior Machine Learning Engineer to join our AI-focused engineering team. You’ll work with clients in two models: integrate into their teams or build a product alongside our own engineers to deliver production ML solutions.

The role emphasizes traditional ML, statistical modeling, and production-ready pipelines, with a focus on financial and structured datasets. Strong Python skills and experience with ML libraries are essential.