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Manisha M Email & Phone Number

Big Data Engineer at Silicon Valley Bank
Location: Bristol, Connecticut, United States 4 work roles
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Current company
Role
Big Data Engineer
Location
Bristol, Connecticut, United States
Company size

Who is Manisha M? Overview

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Quick answer

Manisha M is listed as Big Data Engineer at Silicon Valley Bank, a company with 4001 employees, based in Bristol, Connecticut, United States. AeroLeads shows a matched LinkedIn profile for Manisha M.

Manisha M previously worked as Data Engineer at Hudson'S Bay Company and Data Engineer at Citrus Health Care, Inc.

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Silicon Valley Bank

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Profile bio

About Manisha M

• Data Engineering professional with solid foundational skills and proven tracks of implementation in a variety of data platforms. Self - motivated with a strong adherence to personal accountability in both individual and team scenarios.• Around 8 Years of experience in Data Engineering, Data Pipeline Design, Development and Implementation as a Sr. Data Engineer/Data Developer and Data Modeler.• Strong experience in Software Development Life Cycle (SDLC) including Requirements Analysis, Design Specification and Testing as per Cycle in both Waterfall and Agile methodologies• Expertise in using various Hadoop infrastructures such as Map Reduce, Pig, Hive, Zookeeper, Hbase, Sqoop, Oozie, Flume, Drill and spark for data storage and analysis.• Strong experience in writing scripts using Python API, PySpark API and Spark API for analyzing the data.• Proficient in Statistical Methodologies including Hypothetical Testing, ANOVA, Time Series, TEMP Principal Component Analysis, Factor Analysis, Cluster Analysis, Discriminant Analysis.• Skilled in System Analysis, E-R/Dimensional Data Modeling, Database Design and implementing RDBMS specific features.• Knowledge of working with Proof of Concepts (PoC's) and gap analysis and gathered necessary data for analysis from different sources, prepared data for data exploration using data munging and Teradata.• Well experience in Normalization and De-Normalization techniques for optimum performance in relational and dimensional database environments.• Expertise in Python and Scala, user-defined functions (UDF) for Hive and Pig using Python.• Experience in developing Map Reduce Programs using Apache Hadoop for analyzing the big data as per the requirement.• Experience in working with Flume and NiFi for loading log files into Hadoop.• Experience in working with NoSQL databases like HBase and Cassandra.• Experienced in creating shell scripts to push data loads from various sources from the edge nodes onto the HDFS.• Good Experience in implementing and orchestrating data pipelines using Oozie and Airflow.• Worked with Cloudera and Hortonworks distributions.• Good working knowledge of Amazon Web Services (AWS) Cloud Platform which includes services likeEC2, S3, VPC, ELB, IAM, DynamoDB, Cloud Front, Cloud Watch, Route 53, Elastic Beanstalk (EBS), Auto Scaling, Security Groups, EC2 Container Service (ECS), Code Commit, Code Pipeline, Code Build, Code Deploy, DynamoDB, Auto Scaling, Security Groups, Red shift, CloudWatch, CloudFormation, CloudTrail, Ops Works, Kinesis, IAM, SQS, SNS, SES.

Current workplace

Manisha M's current company

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Silicon Valley Bank
Silicon Valley Bank
Big Data Engineer
santa clara, california, united states
Website
Employees
4001
AeroLeads page
4 roles

Manisha M work experience

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Big Data Engineer

Current

California, United States

  • Working in big data technologies like spark 2.3 & 3.0 Scala, Hive, Hadoop cluster (Cloudera platform).
  • Worked in AWS environment for development and deployment of Custom Hadoop Applications.
  • Installed Hadoop, Map Reduce, HDFS, and AWS and developed multiple MapReduce jobs in PIG and Hive for data cleaning and pre-processing.
  • Design & implement Spark Sql tables, Hive scripts job with stone branch for scheduling and create workflow and task flow.
  • We generally used partitions and bucketing for data in hive to get query faster. This part of hive optimization
  • Write programs using Spark to move data from Storage input location to output location by running data loading, validation, and transformation to the data
Apr 2020 - Present

Data Engineer

New York, United States

  • Experience in Job management using Fair scheduler and Developed job processing scripts using Oozie workflow.
  • Used Spark, Hive for implementing the transformations need to join the daily ingested data to historic data.
  • Used Spark-Streaming APIs to perform necessary transformations and actions on the fly for building the common learner data model which gets the data from Kafka in near real time.
  • Developed Spark scripts by using Scala shell commands as per the requirement.
  • Used Spark API over EMR Cluster Hadoop YARN to perform analytics on data in Hive.
  • Developed Scala scripts, UDFs using both Data frames/SQL/Data sets and RDD in Spark for Data Aggregation, queries and writing data back into OLTP system through Sqoop.
Dec 2017 - Mar 2020

Data Engineer

Tampa, Florida, United States

  • Created and executed Hadoop Ecosystem installation and document configuration scripts on Google Cloud Platform.
  • Transformed batch data from several tables containing tens of thousands of records from SQL Server, MySQL, PostgreSQL, and csv file datasets into data frames using PySpark.
  • Researched and downloaded jars for Spark-avro programming.
  • Developed a PySpark program that writes data frames to HDFS as avro files.
  • Utilized Spark's parallel processing capabilities to ingest data.
  • Created and executed HQL scripts that creates external tables in a raw layer database in Hive.
Aug 2015 - Nov 2017

Python Developer

Noida, Uttar Pradesh, India

  • Responsible for SDLC process in gathering requirements, system analysis, design, development, testing and deployment.
  • Designed the front-end applications, user interactive (UI) web pages using web technologies like HTML, XHTML, CSS, JavaScript and JQuery.
  • Work with team of developers on python applications for RISK management.
  • Design, develop, test, deploy and maintain the website.
  • Designed and developed data management system using MySQL.
  • Rewrite existing Python/Django modules to deliver certain format of data.
Jan 2014 - Mar 2015
Team & coworkers

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FAQ

Frequently asked questions about Manisha M

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What company does Manisha M work for?

Manisha M works for Silicon Valley Bank.

What is Manisha M's role at Silicon Valley Bank?

Manisha M is listed as Big Data Engineer at Silicon Valley Bank.

Where is Manisha M based?

Manisha M is based in Bristol, Connecticut, United States while working with Silicon Valley Bank.

What companies has Manisha M worked for?

Manisha M has worked for Silicon Valley Bank, Hudson'S Bay Company, Citrus Health Care, Inc, and Polestar Solutions & Services.

Who are Manisha M's colleagues at Silicon Valley Bank?

Manisha M's colleagues at Silicon Valley Bank include Kara Bates, Maria Fajardo, Maggie Ke Wang, Cisa, Jennifer Novoa Saur, and Devananda Mm.

How can I contact Manisha M?

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