Senior ML Engineer - Production ML (Traditional, Remote)

FullStack; Baton Rouge (LA); Remote; USD 130,000 - 190,000; Full time

Benefits offered by this job

Remote work

Competitive salary

Health insurance

401(k) match

Career advancement

Education opportunities

Paid time off

Job summary

FullStack is hiring a Senior Machine Learning Engineer to join our AI-native engineering team. You will work with top clients, either embedded on their teams or on a FullStack product team, to design, train, and deploy traditional ML models for production use.

The role requires 5+ years in software/data science/ML engineering, strong Python skills, and experience with traditional ML methods and anomaly detection. This is a fully remote role with excellent growth and client exposure.

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, with a focus on non-LLM and non-Generative AI approaches.
• Hands-on experience designing, developing, training, and optimizing machine learning models for production use.
• Strong proficiency in data exploration, preprocessing, feature engineering, and model training using complex datasets.
• Demonstrated experience developing and optimizing anomaly detection algorithms to identify irregularities, patterns, and outliers in data.
• Strong Python skills and experience with relevant machine learning and data science libraries.
• Experience analyzing financial, payroll, or other structured business datasets is highly preferred.
• Proactive, ownership-driven mindset with strong analytical and problem-solving skills, capable of translating complex data into reliable machine learning solutions.
• Ability to work through new and difficult issues and contribute to libraries as needed.
• Ability to create and maintain continuous integration and delivery of applications.
• Forensic attention to detail.
• A positive mindset and a can-do attitude.
• Experience working on Agile/Scrum teams.
• Meaningful experience working on large, complex systems.
• Ability to take extreme ownership over your work.

Responsibilities

• Collaborate with clients' teams to integrate ML solutions into production.
• Design, train, and optimize ML models for production use.

Skills

Python

Machine Learning

Data preprocessing

Anomaly detection

Production ML

Agile/Scrum

Financial data

CI/CD

Problem solving

Education

Bachelor's degree

Tools

Pandas

NumPy

scikit-learn

TensorFlow

PyTorch

Git

Job description

FullStack is hiring a Senior Machine Learning Engineer to join our AI-native engineering team. You will work with top clients, either embedded on their teams or on a FullStack product team, to design, train, and deploy traditional ML models for production use.

The role requires 5+ years in software/data science/ML engineering, strong Python skills, and experience with traditional ML methods and anomaly detection. This is a fully remote role with excellent growth and client exposure.