TeleTracking Technologies
Machine Learning Engineer III
Pittsburgh, PA · Mid
Sponsorship not specifiedDetected 29 days ago
PythonGitSQLMySQLMongoDBDynamoDBAWSAzureTerraformMachine LearningDeep LearningTensorFlowPyTorchNLPComputer VisionMLOpsComplianceHIPAAPatient CareCommunicationProblem SolvingPublic Speaking
About the role
- We are seeking a highly skilled and experienced Senior Machine Learning Engineer to join our innovative team at TeleTracking Technologies, focusing on improving patient care.
- The successful candidate will be passionate about leveraging advanced technologies to enhance patient care and operational efficiency.
Responsibilities
- Build and optimize data ingestion and modeling pipelines as needed
- Utilize domain driven techniques and design patterns to build and contribute to technical
- Write technical architectural and design documents.
- Comfortable writing complex SQL queries and developing python packages.
Requirements
- Strong understanding and experience executing several software development methodologies and life cycles.
- Ability to understand and translate business requirements into technical specifications.
- Experience with agile development practices.
- Strong analytical and problem-solving skills with the ability to convert information into practical training deliverables.
- Knowledge of clinical workflows and hospital operations, and how technology can enhance efficiency and patient care.
- Strong programming skills and experience with object or component-oriented development software, one or more of: Python or R, with proficiency in ML frameworks, one or more of: TensorFlow, PyTorch, or Scikit-learn.
- Experience with cloud-based management and hosting, one or more of: AWS, Azure, GCS, CloudFormation, Terraform, or Ansible.
- Experience with database management system software, one or more of: Oracle, MSSQL, MongoDB, MySQL, DynamoDB, or PostgreSQL.
- Experience with Version Control Software, one or more of: git, Mercurial, CVS, TFS, or Subversion.
- Strong programming skills and experience with object or component-oriented development software, one or more of:
Benefits
- Expertise in NLP, computer vision, or other specialized machine learning techniques applicable to healthcare and hospital environments.
- Ability to efficiently work with very large datasets and deal with non-standard machine learning datasets (class-imbalances, sparse matrices, etc.)
- Work with large-scale healthcare and hospital datasets including structured data (EHRs, hospital operational data), unstructured data (clinical notes, imaging).
- Ensure data privacy and security, adhering to healthcare regulations such as HIPAA and GDPR, especially when working with sensitive hospital data.
- Mentor junior engineers and data scientists, providing guidance on machine learning techniques, particularly those relevant to hospitals and healthcare systems.
- Proven experience in end-to-end design and deployment of machine learning models from ideation to production in healthcare or similar settings.
- Familiarity with healthcare-specific machine learning challenges, such as data imbalance,
Company info
- TeleTracking began with a simple but powerful belief that no one should wait for the care they need. More than a slogan, it's a promise to continually improve healthcare.
- TeleTracking builds groundbreaking technology incorporating deep clinical expertise. Our solutions are used in the nation's largest healthcare systems and around the world to positively impact patients, families and communities.
- What's your contribution to the TeleTracking story?
- When you chose to bring your passion and skills to helping achieve our purpose, you'll be part of a team that understands that there's a human life behind every data point. Your skills, curiosity, and compassion-will help fuel our innovation and achieve the TeleTracking promise of revolutionizing modern healthcare.
- TeleTracking began with a simple but powerful belief that no one should wait for the care they need.
- More than a slogan, it's a promise to continually improve healthcare.
- TeleTracking builds groundbreaking technology incorporating deep clinical expertise.
- Our solutions are used in the nation's largest healthcare systems and around the world to positively impact patients, families and communities.
- When you chose to bring your passion and skills to helping achieve our purpose, you'll be part of a team that understands that there's a human life behind every data point.
- Your skills, curiosity, and compassion-will help fuel our innovation and achieve the TeleTracking promise of revolutionizing modern healthcare.
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This listing is sourced directly from TeleTracking Technologies's careers page and normalized into a canonical job model.