TechDigital Group
Machine learning - Lead
TechDigital Group - Irving, Texas, United States, 75084
Work at TechDigital Group
Overview
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Overview
Mandatory Skills: Machine learning + Spark/Hive/SQL + Python, Scala, SQL PySpark, Kafka, use of scheduling tools, Devops using Jenkins Key Responsibilities: Develop and implement data pipelines and Client Pipelines to facilitate model inference (both Real-time and Batch). Analyze large, complex data sets to identify the most performant way to process large volume data using Spark, Hive, and SQL. Collaborate with cross-functional teams to gather requirements and design scalable solutions. Work on deployment of machine learning models. Monitor the performance of data pipelines and make improvements as necessary. Stay up to date with the latest advances in big data processing. Productionalize time-series and regression real-time models. Qualifications: Bachelor's degree in Computer Science, Mathematics, or a related field. Strong experience in Spark/Hive/SQL, including hands-on experience building and deploying large volume data pipelines. Proficiency in Python, Scala, SQL PySpark, Kafka, use of scheduling tools, Devops using Jenkins. Excellent problem-solving and critical thinking skills. Experience with cloud platforms (AWS, GCP, or Azure) is a plus. #J-18808-Ljbffr