Spark Skills: Example Usage on Resumes, Skill Set & Top Keywords in 2022

4 minute readUpdated on 2022-05-05

Does the job application require Spark skills?

Only the best applicant will be considered for the job.

Fortunately, you know you have the skills and the knowledge to thrive at such a role. But how do you convince the hiring manager of that?

We’ve gathered a list of the best Spark skills to put on your resume:

spark skills list and examples for your resume:

Data ScientistSecurivex
Company Description
Engaged, recruited and activated startups on Microsoft platform driving 800+ BizSpark and 50+ BizSpark Plus adoption.
Provisioned 3 node Spark Cluster.
Provided stream support to Big-InFoActiv using Kafka and Apache Spark 2.0
Implemented critical algorithm using Scala with Spark and improving the performance by 90% /
Helped Lafla developing a Spark cluster in 2-weeks time
Contributed to +$1M dollar savings migrating SQL to Spark/Hadoop/Parquet
Conversion of 1000+ Informatica Power Center routines to IICS, SAS code into PySpark hosted on AWS Glue

These spark skills are always in high demand:

  • Big Data framing and analysis
  • Programming languages: Python, Scala, Java
  • Spark SQL
  • Spark Streaming
  • MLlib
  • Elastic MapReduce
  • Spark DataFrames and Datasets
  • GraphX library
Pro Tip
pro tip icon

Does the job application require Spark skills?

Power phrases for your spark skills on resume

  • Handled Machine Learning model development and data engineering using Spark and Python
  • Applied statistical techniques and big data technologies using Spark to solve business challenges
  • Provided technical leadership and guidance to interns on Spark project-related activities

What jobs require spark skills:

  • Data Scientist
  • Software Engineer
  • Full Stack .net Developer - Freelancer
  • Full Stack Software Developer
  • Data Engineer
  • Software Developer
  • Senior Data Scientist
  • Senior Software Engineer
  • Big Data Engineer
  • Consultant

Read our article on how to add language skills on resume for additional tips and tricks.

spark skills courses and certificates:

Certification Image
Apache Spark with Scala - Hands On with Big Data!
Dive right in with 20+ hands-on examples of analyzing large data sets with Apache Spark, on your desktop or on Hadoop!
Certification Image
Spark and Python for Big Data with PySpark
Learn how to use Spark with Python, including Spark Streaming, Machine Learning, Spark 2.0 DataFrames and more!
Certification Image
Taming Big Data with Apache Spark 3 and Python - Hands On!
Dive right in with 15+ hands-on examples of analyzing large data sets with Apache Spark, on your desktop or on Hadoop!
Certification Image
Streaming Big Data with Spark Streaming, Scala, and Spark 3!
Hands-on examples of processing massive streams of data - in real time, on a cluster - with Apache Spark Streaming.

Here are the top related skills to spark:

spark popularity over time:

Courtesy of Google Trends

Check out our full guide on how to review your resume for additional tips.

About this report:

Data reflects analysis made on over 1M resume profiles and examples over the last 2 years from

While those skills are most commonly met on resumes, you should only use them as inspiration and customize your resume for the given job.

Looking to build your own resume?

Enhancv is a simple tool for building eye-catching resumes that stand out and get results.
Variety of custom sections
Hassle-free templates
Easy edits
Memorable design
Content suggestions

Check out more winning resume skills examples for inspiration

Learn from people who have succeeded in their job hunt