Machine Learning Engineer III
TeleTracking Technologies, Inc.4 months ago
Pittsburgh, PA, USASenior
Responsibilities
- Design, develop, deploy, and optimize machine learning and deep learning models for hospital operations and patient-care challenges.
- Build and optimize data ingestion and modeling pipelines and contribute to technical architecture and design.
- Collaborate with data scientists, software engineers, clinicians, hospital administrators, and other stakeholders to develop high-impact ML solutions.
- Work with large-scale structured and unstructured healthcare datasets, including EHRs, operational data, clinical notes, and imaging.
- Protect sensitive hospital data and adhere to healthcare regulations such as HIPAA and GDPR.
- Assess model performance, train and tune multiple models, and conduct A/B tests.
- Monitor, troubleshoot, and improve deployed models using MLOps practices.
- Mentor junior engineers and data scientists in healthcare-focused machine learning techniques.
- Write technical architecture and design documents and translate business requirements into technical specifications.
Requirements
- Bachelor’s degree in computer science, data science, machine learning, artificial intelligence, or a related field with 7 or more years of experience.
- Strong programming skills in Python or R and proficiency with machine learning frameworks such as TensorFlow, PyTorch, or Scikit-learn.
- Experience designing and deploying machine learning models end to end in healthcare or similar settings.
- Expertise in NLP, computer vision, or other specialized machine learning techniques applicable to healthcare.
- Ability to work with very large and non-standard datasets, including class-imbalanced data and sparse matrices.
- Proficiency writing complex SQL queries and developing Python packages.
- Experience with cloud-based management and hosting technologies such as AWS, Azure, GCS, CloudFormation, Terraform, or Ansible.
- Experience with database management systems such as Oracle, MSSQL, MongoDB, MySQL, DynamoDB, or PostgreSQL.
- Experience with version control software such as Git, Mercurial, CVS, TFS, or Subversion.
- Knowledge of healthcare workflows, hospital operations, healthcare-specific ML challenges, and relevant regulatory requirements.
- Strong analytical, problem-solving, written, oral communication, presentation, stakeholder-influence, and follow-through skills.
- Preferred: master’s or PhD in computer science, data science, machine learning, artificial intelligence, or a related field with 5 or more years of experience.
Benefits
- Medical, dental, and vision premiums are fully paid for employees, with coverage beginning on day one; dependent coverage terms vary by plan.
- Life and AD&D insurance.
- Medical, dependent care, and transportation flexible spending accounts.
- 401(k) retirement savings plan.
- Tuition reimbursement.
- Military paid leave of up to 6 months of base salary while on military leave.
- Paid time off.
- Paid parental leave.
Tech Stack
Categories
About TeleTracking Technologies, Inc.
TeleTracking Technologies builds hospital operations software that manages patient flow, bed capacity, transfers, and real-time location tracking for health systems. The privately held company, founded in 1991 and headquartered in Pittsburgh, sells enterprise software and services used by over 1,000 hospitals across North America and Europe. Its platform supports transfer/referral centers, workflow automation, and patient transport to improve throughput and resource utilization.