Machine Learning Engineer

All Jobs Evlo AI Posted on Oct 26, 2026 Featured A featured role. The employer reviews Tech Ladies applicants first. Machine Learning Engineer Raleigh Mid-Senior ICs Engineering Apply Now Apply Now Evlo AI Evlo AI www.evlo.ai Private Software Development San Francisco Bay Area, California Powering the Nex Generation Frontier Models and Intelligence by connecting best talent with best companies **Job Description** About The Role The role owns the design, training, and production deployment of machine learning systems that directly power core product features - spanning tabular ML, NLP, and increasingly LLM-based workflows. Working in a small, senior team of ML engineers and data scientists, this person will tackle problems where model performance, inference latency, and reliability all matter - and ship systems that run in production, not just in notebooks. Key Responsibilities * Design, train, and evaluate ML models (classification, ranking, NLP, and recommendation use cases) for production workloads * Build and maintain feature pipelines in Python and SQL, ensuring consistency between training and online serving paths * Deploy and version models using Docker, Kubernetes, and cloud ML platforms (SageMaker, Vertex AI, or Azure ML), with automated CI/CD for model releases * Instrument models for monitoring: track drift, latency, and business metrics with alerting and automated retraining triggers * Collaborate with data engineering to build reliable data pipelines using Spark, Airflow, and modern data stack tooling * Introduce and champion LLM-based capabilities where they add value - RAG systems, embeddings, fine-tuning - with rigorous evaluation * Contribute to code reviews, design docs, and the team's ML engineering standards What We Are Looking For * 3–7 years of experience in machine learning engineering, applied ML, or a closely related role, with multiple production model deployments * Expert-level Python and hands-on depth in at least one major framework: PyTorch, TensorFlow, or scikit-learn * Production experience with cloud ML platforms and MLOps tooling (MLflow, model registries, CI/CD for ML) * Strong ML fundamentals: feature engineering, evaluation design, regularization, and handling class imbalance and drift * Experience with containerized deployment (Docker, Kubernetes) and serving systems such as TorchServe, Triton, or FastAPI * MS or BS in Computer Science, Statistics, Engineering, or equivalent practical experience **About The Job** Apply before December 10, 2026 Posted on October 26, 2026 Experience level Mid-Senior ICs Salary Job type Full-time Location Raleigh Interested in this role? Apply Now Apply Now Why apply via Tech Ladies Our Partners give Tech Ladies' applications priority review as they source candidates. Apply Now Apply Now You apply on Evlo AI’s own site. Why apply via Tech Ladies Our Partners give Tech Ladies' applications priority review as they source candidates. New tech roles every week Get the Tech Ladies job email. Subscribe → More open roles Girl Scouts Western Oklahoma IT Support Specialist Girl Scouts Western Oklahoma Portland Vested Senior Software Engineer Vested Remote Federation of American Scientists Metascience Fellowship Federation of American Scientists See All Jobs Are you looking to hire Tech Ladies? Post a Job