Machine Learning Operations Engineer
S
System One
📍 Dallas, TX, United States
Job Description
Job Title: Machine Learning Operations Engineer
Location: Dallas, Texas
Type: Contract To Hire
Visa : USC, GC, EAD (Only W2, No Sponsorship)
Responsibilities
+ Optimize and maintain large-scale feature engineering pipelines using PySpark, Pandas, and PyArrow on Hadoop-based infrastructure.
+ Refactor and modularize ML codebases to enhance reusability, maintainability, and performance.
+ Collaborate with platform teams on compute capacity planning, resource allocation, and system upgrades.
+ Integrate with existing model serving frameworks to support testing, deployment, and rollback processes.
+ Monitor and troubleshoot production ML pipelines, ensuring high reliability, low latency, and cost efficiency.
+ Contribute to internal ML platforms by sharing insights, proposing improvements, and documenting best practices.
+ Build near real-time ML pipelines using Kafka and Spark Streaming.
+...
Location: Dallas, Texas
Type: Contract To Hire
Visa : USC, GC, EAD (Only W2, No Sponsorship)
Responsibilities
+ Optimize and maintain large-scale feature engineering pipelines using PySpark, Pandas, and PyArrow on Hadoop-based infrastructure.
+ Refactor and modularize ML codebases to enhance reusability, maintainability, and performance.
+ Collaborate with platform teams on compute capacity planning, resource allocation, and system upgrades.
+ Integrate with existing model serving frameworks to support testing, deployment, and rollback processes.
+ Monitor and troubleshoot production ML pipelines, ensuring high reliability, low latency, and cost efficiency.
+ Contribute to internal ML platforms by sharing insights, proposing improvements, and documenting best practices.
+ Build near real-time ML pipelines using Kafka and Spark Streaming.
+...