Machine Learning Engineer
Miramar, FL
Long term
Responsibilities Include:
Work in close collaboration with CIO/clinical subject matter expert (SME) aligned with a vision
Take ownership of the technical ML component of a novel predictive treatment plan engine
Collaborate on design, development & training of ML & deep learning POCs & defined use-cases
Deliver practical products & tools employing components of artificial intelligence
Execute ML experimentation and analysis using appropriate statistical methodologies
Govern the end to end ML environment and model lifecycle (from testing to optimization to deployment and to maintenance/update of models based on efficacy)
Select appropriate datasets and data representation methods and work with data engineers/architects
Understanding of data structures, data modeling and software architecture
Perform statistical analysis and fine-tuning using test results
Create and extend existing ML libraries and frameworks
Apply preprocessing, cleansing, & data mining techniques for supervised/unsupervised learning
Keep abreast of the most cutting-edge developments in this rapidly evolving field
Qualifications Include:
Minimum BS in Computer Science, mathematics, engineering or similar field
Master s degree or doctorate in same field a strong plus
Experience with AWS AI services such as AMIs and Sagemaker
Expert in native AWS big data stack – S3, Glue, EMR, Sagemaker, Kinesis, Lambda, DynamoDB etc.
Proven experience and deliverables as a Machine Learning Engineer or similar role
Understanding of data science, software engineering, mathematics, probability and statistics
Robust and continuous current understanding of best uses for machine algorithms
Robust & continuous current understanding of artificial neural networks (ANN) & deep learning
Ability to write robust predictive modeling code in Python (experience with R and/or SAS a plus)
Familiarity with current machine learning frameworks and libraries and maintenance of end to end ML environments (experience with TensorFlow and/or SAS a strong plus)
Excellent communication skills and ability to apply context to problem-solving
Ability to work within a highly innovative team
Outstanding analytical and problem-solving skills
– provided by DiceSDL2017
Scott Smith 