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Senior Hadoop Engineer w/Machine Learning experience

Location Pleasanton, United States
Posted 23-January-2019
Description

Title: Sr. Hadoop Engineer w/Machine Learning experience
Location: Pleasanton, CA
Position Type: Contract
Duration: 12 Months

LOCAL candidates strongly preferred:

TECHNICAL KNOWLEDGE AND SKILLS:
Consultant resources shall possess most of the following technical knowledge and experience:

* Provide technical leadership, develop vision, gather requirements and translate client user requirements into technical architecture.
* Strong Hands-on Experience in building, deploying and productionizing ML models using software such as Spark MLLib, TensorFlow, PyTorch, Python Scikit-learn etc. is mandatory
* Ability to evaluate and choose best suited ML algorithms, perform feature engineering and optimize Machine Learning Models is mandatory
* Strong fundamentals in algorithms, data structures, statistics, predictive modeling, & distributed systems is must
* Design and implement an integrated Big Data platform and analytics solution
* Design and implement data collectors to collect and transport data to the Big Data Platform.
* 4+ years of hands-on Development, Deployment and production Support experience in Hadoop environment.
* 4-5 years of programming experience in Java, Scala, Python.
* Proficient in SQL and relational database design and methods for data retrieval.
* Knowledge of NoSQL systems like HBase or Cassandra
* Hands-on experience in Cloudera Distribution 5.x
* Hands-on experience in creating, indexing Solr collections in Solr Cloud environment.
* Hands-on experience building data pipelines using Hadoop components Sqoop, Hive, Pig, Solr, MR, Spark, Spark SQL.
* Must have experience with developing Hive QL, UDF*s for analyzing semi structured/structured datasets.
* Must have experience with Spring framework
* Hands-on experience ingesting and processing various file formats like Avro/Parquet/Sequence Files/Text Files etc.
* Hands-on experience working in Real-Time analytics like Spark/Kafka/Storm
* Experience with Graph Databases like Neo4J, Tiger Graph, Orient DB
* Must have working experience in the data warehousing and Business Intelligence systems.
* Expertise in Unix/Linux environment in writing scripts and schedule/execute jobs.
* Successful track record of building automation scripts/code using Java, Bash, Python etc. and experience in production support issue resolution process.
* Experience with R, Jupyter/Zeppelin

PREFERRED SKILLS:
* Strong SQL skills
* Java, Spring, Scala, Cloudera Hadoop, MLLib, Spark, HBase, Neo4j, Solr, Python, Machine Learning.

Thanks and Regards,
Vijay Chavan
Saicon Consultants, Inc.
Email:

- provided by Dice Hadoop, Sqoop, Hive, Pig, Solr, MR, Spark, Spark SQL, Java, Scala, Python, NoSQL, HBase or Cassandra, ML models such as Spark MLLib, TensorFlow, PyTorch, Python Scikit-learn, Graph Databases

 
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