MLOps Principal Engineer
MLOps Principal Engineer
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Salary Not Disclosed
1 Vacancy
Job Description
IDEXX Laboratories Inc. seeks a MLOps Principal Engineer in Westbrook ME (telecommuting permitted in fully remote role) to lead the implementation and maintenance of machine learning infrastructure and operational processes and work closely with data scientists software engineers and other stakeholders to design build and deploy scalable machine learning models and tools for healthcare applications. The Machine Learning Operations team supports all projects in the Center of Excellence and this position contributes to highimpact problems. This position develops and implement techniques and analytics applications to transform raw data into meaningful information using dataoriented programming languages and visualization software and applies machine learning to extract and analyze information from large structured and unstructured datasets. Specific core duties include designing and implementing machine learning infrastructure and pipelines for the Clinical Informatics Data Science team; integrating machine learning models into production systems; developing and maintaining automated testing monitoring and reporting processes for machine learning models and infrastructure; developing implementing and optimizing data preprocessing and feature engineering pipelines; collaborating with stakeholders across the organization to ensure compliance with relevant data privacy and security regulations; developing and implementing best practices for machine learning development deployment and maintenance; and mentoring and training other members of the team in machine learning and MLOps best practices. The minimum requirements for this position are a Masters degree in Computer Science Data Science Information Technology or IT and Computing or a related field and 3 years of related experience focusing on MLOps and productionizing ML models; experience with machine learning frameworks such as TensorFlow PyTorch or Scikitlearn; and the following proficiencies and skills: Python and R; cloud computing platform experience with AWS; containerization technologies including Docker and Kubernetes; automation tools including CloudFormation Github Actions and Terraform; API frameworks including Plumber Flask and FastAPI and data processing frameworks which include Apache Spark (including pyspark and sparklyr) Hadoop and Databricks used with largescale realworld datasets. The position is based at IDEXX Laboratories office in Westbrook ME. This position is eligible for IDEXXs Employee Referral Program.
IDEXX values a diverse workforce and workplace and strongly encourages women people of color LGBTQ individuals people with disabilities members of ethnic minorities foreignborn residents and veterans to apply.
IDEXX is an equal opportunity employer. Applicants will not be discriminated against because of race color creed sex sexual orientation gender identity or expression age religion national origin citizenship status disability ancestry marital status veteran status medical condition or any protected category prohibited by local state or federal laws.
Required Experience:
Staff IC
Employment Type
Full-Time
