Us Citizen
Green Card
EAD (OPT/CPT/GC/H4)
Corp-Corp
Consulting/Contract
UG :- - Not Required
PG :- - Not Required
No of position :- ( 1 )
Post :- 29th Jan 2021
Contract role
• Competent ML engineer, who is independent, results driven and is capable of taking business requirements and building out the technologies to take it to production.
• Big Data ML Engineer with expert level experience in Hadoop ecosystem and real-time analytics tools including PySpark/Scala-Spark/Hive/Hadoop CLI/MapReduce/ Storm/Kafka/Lambda Architecture/Mongo
• expert with using the larger Hadoop eco system
• Familiar with job scheduling challenges in Hadoop
• Experienced in creating and submitting Spark jobs
• Experience in high performance tuning and scalability
• Experience in working on real time stream processing technologies like Spark structured streaming, Kafka, FLink + rocksDB
• Expertise in Python/Spark and their related libraries and frameworks
• Experienced with Spring Framework and Spring Boot
• Experience in building training ML pipeline and efforts involved in ML Model deployment
• Experience in other ML concepts – Real time distributed model inferencing pipeline, Champion/Challenger framework, A/B Testing, Model performance Scorecard and assessment, Retraining framework, etc.
• Unix/Linux expertise; comfortable with Linux operating system and Shell Scripting
• Working Experience in Redis DB – Writing to and from redis-- very critcal Also exp Azure cache
• Experience in creating Kubernetes open-source container-orchestration system for automating application deployment, scaling, and management; (Experience in Azure is preferable)
• Experience in tweaking/using Jenkins, deployment orchestration and/or Kubernetes for CI/CD pipeline
• Creating/modifying Dockers, microservices and deploying them via Kubernetes
• PL/SQL, RDBMS background with Oracle/MySQL
• Familiarity with Cassandra, Mongo preferred.
• Design, Development, Unit and Integration testing of complex data pipelines and to handle data volumes to derive insights
• Ability to optimize code to be able to run efficiently with stipulated SLA
• Excellent problem-solving skills, with attention to detail, focus on quality and timely delivery of assigned tasks.