Machine learning engineer
Project Details
- Design, develop, and deploy scalable machine learning models and systems to solve real-world problems across various domains.
- Optimize model performance through hyperparameter tuning, feature engineering, and algorithm selection.
- Build and maintain robust data pipelines and infrastructure to support model training and inference.
- Implement monitoring and logging solutions to track model performance, detect drift, and ensure reliability in production environments.
- Collaborate with data scientists, software engineers, and product teams to integrate ML solutions into applications and services.
- Ensure models adhere to security, privacy, and compliance standards throughout the development lifecycle.
- Maintain detailed documentation for model architecture, training processes, and deployment workflows.
- Stay up-to-date with the latest advancements in machine learning, deep learning, and AI frameworks. Continuously explore opportunities to improve model accuracy and efficiency.
- 5+ years' experience in machine learning engineering or related roles with a strong foundation in computer science and applied mathematics.
- Proficiency in Python and ML frameworks such as TensorFlow, PyTorch, or Scikit-learn.
- Experience with cloud-based ML services (e.g., SageMaker, Vertex AI, Azure ML) and containerization tools (Docker, Kubernetes).
- Strong understanding of data structures, algorithms, and software engineering principles.
- Familiarity with MLOps practices including CI/CD for ML, model versioning, and automated deployment.
- Experience working with large-scale datasets and distributed computing environments.
- Excellent problem-solving skills and ability to translate business requirements into technical solutions.
- Knowledge of ethical AI principles, model interpretability, and fairness in machine learning.
Recommended Jobs
Travel Radiology Tech (Rad Tech)
Travel Radiology Tech (Rad Tech) at Epic Travel Staffing summary: Travel Radiology Technologist needed for a 13-week mid-shift assignment starting 03/09/2026; position requires ARRT certification …
Guitar Technician (Luthier) Store 617
Pay Rate: $11.00/hr - $16.50hr plus commission depending on background and experience. The job posting is not necessarily reflective of actual compensation that may be earned, nor a promise o…
SAP Development Lead
: We believe in the power and joy of learning At Cengage Group, our employees have a direct impact in helping students around the world discover the power and joy of learning. We are bonded by our sh…
Real Estate Agent (No Experience Necessary to Apply) (Middletown)
DESCRIPTION: Are you eager to start a rewarding career in real estate but worried about your lack of experience? Don't be! We are looking for motivated individuals with a passion for helping others t…
Special Education Paraprofessional - TPFA
Job title Special Education Paraprofessional Classification Nonexempt Reports to Principal Organization Unit Support Approved by Human Resources Effective date 6/9…
Warehouse Associate
Ferrero is a family-owned company with a truly progressive and global outlook and iconic brands such as Nutella®, Tic Tac®, Ferrero Rocher®, Raffaello®, Kinder Bueno® and Kinder Surprise®. As the lov…
Diagnostic Radiologist
Summary This position is eligible for the Education Debt Reduction Program (EDRP) - a student loan payment reimbursement program. You must meet specific eligibility requirements per VHA policy and…
Powder Coater
Produce defect-free parts while optimizing throughput in the powder coating process. Operate and monitor paint booth equipment, ensuring proper powder coating techniques. Set and operate dry-of…
Farm Equipment Operator / Mechanic
Farm Equipment Operator / Mechanic (6204) Location: Jamestown, Ohio Job Number: 6204 Farm Equipment Operator position available in southwest Ohio on 1200 acre family corn and soybean farm. Thi…
Program Analyst AFLCMC/RSO
At Credence, we support our clients’ mission-critical needs, powered by technology. We provide cutting-edge solutions, including AI/ML, enterprise modernization, and advanced intelligence capabilitie…