Hi Professionals,
Role : ML ENGINEER
Location : Irving - TX
Visa : NO H1 Transfers
Job Roles / Responsibilities:
Required Skills Technical Skills- ,Data Science Domain Skills-
Nice to have skills Technical Skills- ,3NF data modeling,PL/SQL Domain Skills-
- • Gather requirements from the business users on the deployment of various Machine Learning models as part of marketing analytics project.
- • Analyze consumers data and create machine learning models to provide evidence- based insights for target-based recommendations to improve customer experience.
- • Create model validation process to measure the performance of existing deployments and track impact for current and future deployments.
- • Implement end-to-end ML pipelines on Big Data using complete Hadoop solutions along wit PySpark, Scala, RDDs, DataFrames and DataSet APIs.
- • Implement spark in performing ETL using Spark Core SparkSQL and Realtime data processing using Spark Streaming
- . • Process the HDFS data, create external tables using Hive and develop scripts to ingest and repair tables that can be reused across the project.
- • Developing shell scripts for validation of source files and data loading procedures, writing multiple scripts for pre-processing the files.
- • Performance tuning on Spark Applications for setting the right Batch Interval time, correct level of Parallelism, memory tuning.
- • Implement Proof of Concepts on Hadoop stack and different big data analytic tools, Migration from different databases.
- • Develop complex SQL and Hive Queries for backend database analysis, which includes complex datatypes.
- • Generate different types of reports using HiveQL for business to analyze the data feed from sources.
Thanks & Regards
Mohd Azhar uddin
Tel: 703-831-8282 Ext. 2526,(M) (315) 543-4232