Note: The job is a remote job and is open to candidates in USA. Insight Global is a global hotel company seeking a highly skilled Senior Machine Learning Engineer specializing in ML Infrastructure and Systems within AWS. The role involves building software that utilizes machine learning in backend applications, including high-performance APIs and systems for data processing and model training.
Responsibilities
- Build high performing APIs
- Build systems that read and convert data into inputs to ML models
- Build software systems used to train and evaluate ML models all within AWS
- Give examples around things they have built ML pipelines such as: services, search systems, recommender systems, fraud detection
Skills
- 10+ years with expertise as a Machine Learning Engineer on the ML Infrastructure/ML System side in AWS (back end engineer)
- SQL, experience using SQL platforms and writing SQL queries
- AWS - Processing data using AWS S3 and Spark or Python Pandas
- Know the difference between page data and streaming data processing - Build high performing APIs
- Build systems that read and convert data into inputs to ML models
- Build software systems used to train and evaluate ML models all within AWS
- Ability to give examples around things they have built ML pipelines such as: services, search systems, recommender systems, fraud detection
- Master's in Applied Science or PHD in Applied Science
- Snowflake
- Exposure to Applied Science work
Company Overview
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