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How can I become a Spark Developer in 2021?

Being an individual of this technically advanced generation, you might be having such questions in mind. And we are helping all those individuals who are willing to grow as Spark Developers in their careers.

Spark developer is a marvelous and futuristic career option for every individual seeking a platform in the technical field. And you will need a well-versed Adobe Spark Resume to grab a spark developer job.

For reference, you can check out Hiration’s professionally curated software developer resume sample along with a spark developer resume sample. Apart from this, you can also leverage our repository of premade resume points for 250+ tech and non-tech profiles.

This blog aims to guide you through all the essential information to make a highly impactful spark resume sample to grab your desired spark job opportunity. Here are the highlighting points of this blog:

  • Draft your resume with relevant information to get maximum benefits in the recruitment process
  • Frame separate sections for Technical Skills and Key Skills for better presentation
  • Get certified and showcase it in your PySpark resume to stand out from the crowd
  • Prepare yourself for the interview process to perform better in the face to face interview
  • Use bullet points to showcase every information in the spark resume apart from the summary/objective section

We, at Hiration, are helping you to understand the precise way of making a spark developer resume and getting a spark developer job. Hence, we have curated the answer of some basic questions related to Spark as a career option in this blog:

You can leverage the power of Hiration's AI powered Online Resume Builder to build a job-worthy resume. These are some resume points that you can use in your resume to make it more impressive:

Spark Developer Job Description

A spark developer is a developer having apache-spark skills. While iOS, Android, and full-stack developers write codes to develop an application, a spark developer writes codes to make the big data available in the shortest period.

Spark developers code to avail the data whenever any query is raised as soon as possible. Apache spark developers must have a deep understanding of Scala and Java programming language.

Spark Developer Roles & Responsibilities

A job description is a perfect place to get keywords for your resume. You must leverage this section and get keywords to add to your PySpark resume and make it more appealing.

Here are some roles & responsibilities of a spark developer:

  • Develop unit tests for all the Spark transformations and helper methods
  • Build Spark/Scala jobs for data aggregation and transformation
  • Design and develop data processing pipelines
  • Make Scala doc-style document having all the required codes

You can also use the premade ready-to-use resume points crafted by Hiration. These resume points will make a positive impact on your resume and will eventually help you in getting shortlisted for your desired job opportunity.

Spark Developer Salary

spark-developer-salary

Image Source: Payscale

According to a recent study by PayScale, the average salary of a Spark Developer in the United States is USD 112,000.

Moreover, after conducting some research majorly via Indeed, we have also curated average salaries of similar profiles in the United States:

Profile Average Salary
Data Engineer USD 125,490
Senior Software Engineer USD 125,691
Full Stack Developer USD 106,365
Python Developer USD 107,016
Java Developer USD 101,250
Cloud Engineer USD 118,300

Spark Resume Points

Every job description contains specific keywords that are related to your targeted profile, hence pick suitable keywords from there and place them strategically in your spark resume.

Incorporating keywords and highlighting them will help your apache spark resume in getting shortlisted after passing the Application Tracking System.

Making dynamic spark resume points can be a complex task, so make sure to follow the given guidelines as it will help you in making effective spark developer resume points:

  • Start your bullet points with a power verb
  • Craft every bullet with a cause-effect relationship
  • Add figures to quantify your information
  • Group similar bullet points under one heading
  • Highlight significant keywords and metrics

Hiration has crafted ready-to-use resume points for more than 250 profiles that you can make use of. Check out these below-given links to use the power bullets for your spark developer resumes:

Spark Developer Skills

To get a spark developer opportunity or any similar position, you must be familier with the latest technical skills. Highlighting these skills in your apache spark resumes will increase your chances of being shortlisted in the recruitment process.

Check out some skills required to be a Spark Developer in 2021:

Technical Skills Soft Skills
Java Analytical Skills
Hadoop Problem Solving Skills
Python Data Modeling
Pearl Data Visualization
OLTP & OLAP Data Algorithms
Tableau Database Management

Spark Developer Interview Questions

Hiration also offers you the best practices to prepare yourself for your Interview process. You can take a look at some of our interview questions related to your target profile.

1. What are the features of Apache Spark?

Apache spark can be termed as an open-source unified analytics tool that works for large-scale data processing. Here are some highlighting features of Apache Spark:

  • Dynamic Nature
  • High Processing Speed
  • Reusability
  • In-Memory Computation
  • Stream Processing
  • Fault Tolerance
  • Multiple Language Support
  • Lazy Evaluation
  • Spark GraphX Support
  • Hadoop Integration
  • Active Developers’ Community
  • Cost Efficiency

2. What is RDD in Spark?

RDD in Spark means Resilient Distribution Datasets. It can be understood as a fault-tolerant collection of all the parallel running operational elements. The partitioned data offered by RDD is immutable and distributed. The datasets can further be divided into two types:

  • Hadoop Datasets
  • Parallelized Collections

3. What are the deploy modes in Spark?

There are 2 types of deploy modes available in Spark:

  • Cluster Mode
  • Client Mode

4. What are the data formats supported by Spark?

Both structured file formats and raw files are supported in Spark for efficient reading and processing. Here are the major file formats supported by Spark:

  • Paraquet
  • JSON
  • XML
  • CSV
  • RC
  • Avro
  • TSV

5. What is YARN in Spark?

YARN can be termed as a cluster management technology, whereas Spark is a tool used for data processing. YARN is a facility offered by Spark that works as a central resource management platform to deliver scalable operations in the cluster.

Spark Developer Sample Resume

Gianna Storm
Senior Spark Developer
SUMMARY
4 years experienced and certified senior spark developer possessing skills in developing software scripts by adhering to clients' requirements and processing data by leveraging Hadoop and Zookeeper. Adept at performing root cause analysis for identifying software vulnerabilities and installing patches to fix bugs. Proficient in researching current trends and identifying advanced methodologies for improving workflow efficiency while collaborating with cross-functional teams of high-performing professionals.
KEY SKILLS
• Script Development • Data Analysis & Conversion • Unit Testing • Software Debugging • Workflow Management
• Performance Improvement • Root Cause Analysis • Team Management • Trend Research • Technical Documentation
TECHNICAL SKILLS
  • Programming Languages: Java/J2EE, Python, SQL, Scala
  • Big Data Technologies: Hadoop, Flume, MapReduce, Zookeeper, Hive, Pig, Yarn
  • Application Servers & Frameworks: Apache Tomcat, JBoss, Spring, JMS
  • Database & Web Services: SQL, DB2, Oracle, SOAP, REST
  • Operatong System: Unix, Linux, Windows
PROFESSIONAL EXPERIENCE
Senior Spark Developer
Spark-ling Solutions
Start typing, then use the up and down arrows to select an option from the list
    Founded in Feb '12, it is an American-based software company providing technical solution to 80+ businesses throughout the world
    Key Accomplishment
    • Awarded the "Best Employee of the Year" among 50 employees for above and beyond performance
    • Gained 99% client satisfaction for providing fully functional final products ahead of deadlines
    • Received 5-star rating from team members spread across various locations for excellent team management

    Script Development & Data Analysis
    • Developed 20+ spark scripts via Python and Scala by adhering to the clients' requirements for ensuring effective operation
    • Processed 100+ XML data by deploying Scala libraries and performed real-time data analysis with Spark Streaming
    • Converted MapReduce programs into spark transformations for ensuring compatibility between various platforms
    Unit Testing & Team Management
    • Performed unit tests on 20+ new scripts weekly for identifying bugs and coordinated with programmers to fix them
    • Imported information from different sources such as AWS S3, EC2 and converted them into Spark RDD for analyzing data
    • Communicated with cross-departmental teams to manage workflow and deployed Oozie to track workflow progress
    Scala Developer
    Digintigrity Solutions
    Start typing, then use the up and down arrows to select an option from the list
      An analytics solution provider catering to a global clientele spanning 30+ countries
      Root Cause Analysis & Feedback Implementation
      • Conducted thorough analysis on 5+ new projects and provided suggestions on project methodology to the Project Manager
      • Communicated clients' requirements to developers and ensured feedback are implemented in the final product
      • Collaborated with testing team of 10 to conduct root-cause analysis and installed software patches for improving performance
      Trend Research & Technical Documentation
      • Researched latest technology trends and identified new methodologies for improving workflow efficiency by 21%
      • Coordinated with technical writers to document specifications and user guide for 10+ new products
      • Performed peer-testing of other developers' codes for improving code structure and performance
      EDUCATION
      Master of Science in Computer Science
      University of California
      Start typing, then use the up and down arrows to select an option from the list
        University of California is one of the top 10 universities in the US with 100+ courses and 2000+ qualified teachers
        • GPA: 3.9/4.0
        Bachelor of Engineering in Information Technology
        University of Michigan
        Start typing, then use the up and down arrows to select an option from the list
          A public research institute in Michigan with 20,000+ students and 1,000 faculty members
          • GPA: 3.8/4.0 | Dean's List for 4 semesters
          CERTIFICATION
          • Certified Spark and Hadoop Developer | Cloudera | Jul '18
          ADDITIONAL INFORMATION
          • Languages: English, French and Spanish

          Essential Sections in Adobe Spark Resume

          To build an impeccable adobe spark resume, you will need to add your skills, education, experience, and all other necessary information in an appropriate format with clear section headings.

          Here are the standard resume sections that must be possessed by every resume to make a fine impression:

          Spark Developer Resume: Header

          It is the topmost part of every resume and must be made up of the largest font. You can also check out our detailed blog on Resume Header for better understanding or you can just follow the steps given below to craft this section:

          • Your PySpark resume header must possess your full name.
          • It must be written in the largest font size on your resume i.e. 16-20.

          Here is an example of the perfect header for your spark resume:

          Spark-Developer-Header

          Adobe Spark Resume: Personal Information

          You can follow the below-given steps to craft the Personal Information Resume Section impressively:

          • Use a (+) sign before every international dial code
          • Showcase your location in the city/state format
          • Provide a genuine email address with your real name

          Still having doubts?
          You can check out our detailed content piece on the Personal Information section. Apart from this, you can also leverage the Online Resume Builder offered by Hiration to build your hadoop spark resume.

          Check out the below given example to make an appropriate personal information section of your adobe spark resume:

          Spark-Developer-Personal-Information

          Spark Developer Resume Profile Title

          It is the smallest detail yet one of the most important sections of your resume. It contains the name of your current or latest profile. There is just a single point you must keep in mind while crafting the Profile Title section of your resume:

          • Frame this section in the second-largest font of your resume i.e. 14-16.

          Take a look at the below given example of a precisely crafted spark developer resume profile title:

          Spark-Developer-Profile-Title

          Spark Developer Resume Summary

          As its name defines, it should possess all the essential information of your spark developer resumes in a concise form. You must keep the following points in mind with making the Summary of your resume:

          • Make this section after winding up your entire resume
          • Craft a Summary only if you have 3+ years of work experience
          • Frame an Objective if you are a fresh applicant

          Below is an example of a perfect spark developer resume summary:

          Spark-Developer-Resume-Summary

          Adobe Spark Resume Key Skills

          Showcasing your skills appropriately is very important to get shortlisted. Hence, you must build two separate sections for your Technical Skills and Soft Skills. You should also keep the following points in consideration while making the Key Skills section in your resume:

          • Make this section right before you make your summary or objective
          • Highlight your skills and relevant keywords to rank high on the ATS

          Check out the below given example of finely crafted key skills section for your resume:

          Spark-Developer-Skills

          Hadoop Spark Developer Resume Professional Experience

          This section should include, roles, responsibilities, and achievements of your entire work journey. Hence, you need to pay extra time and focus while crafting this section.

          You can take a look at our detailed blog on the Professional Experience section of your resume or follow these below-given guidelines to craft the Professional Experience Section:

          • Showcase your information in one-liner bullet points
          • Start writing your bullet points with a power verb
          • Every bullet point must show a cause-effect relationship
          • Quantify information wherever you can

          Here is an example of a perfect professional experience section as per our guidelines:

          Spark-Developer-Professional-Experience-min

          Spark Developer Resume Education

          Check out our detailed blog on making the Education Section in your resume. You can also keep the following points in mind while making this resume section:

          • Showcase the school/university name you attended
          • Mention the location of your school/university
          • Add your enrollment and graduation dates in month/year format

          Here is what you can call a perfect spark developer resume education section:

          Spark-Developer-Education

          Apart from these sections, you can also add these below-given sections as per the relevancy and requirement for your target opportunity:

          • Project (s)
          • Certifications (if any)
          • Additional Information (if any)
          • Awards & Recognition (if any)

          How to Make a Spark Developer Resume

          spark-developer-resume-building-steps

          Now, when you have all the knowledge of ‘How to make a resume?’, you can start making your Spark developer resume. You need to approach the resume-building process in the following steps given below:

          • Create a Master Folder
          • Prepare the First Draft
          • Develop the Final Copy

          You can also leverage the power of Hiration’s AI-powered Online Resume Builder to make a highly impactful spark resume sample to get your desired job without any hurdle.

          Software Developer Sample

          software-developer-spark-resume-min

          Professional Experience Section of Your Spark Developer Resume

          The professional experience section is one of the most important sections of your PySpark resume as it possesses all the details of your work history, experience, and expertise. Hence, you are highly recommended to frame carefully with a focused mind.

          To help you out in making your Professional Experience section precisely perfect, we are here with some guidelines to follow while crafting this section:

          Frame Points

          Lengthy paragraphs make your resume complex and also affects the readability negatively. No one wants to read long and boring paragraphs in a resume, hence, we recommend you to opt for one-liner bullet points to get maximum benefits in your recruitment process. You will understand it better by refering to the example shown below:

          Example 1 (Incorrect)

          Being a senior spark developer I conducted thorough analysis on 5+ new projects and provided suggestions on project methodology to the Project Manager. Moreover, I also communicated clients' requirements to developers and ensured feedback are implemented in the final product. Apart from this, I collaborated with testing team of 10 to conduct root-cause analysis and installed software patches for improving performance

          Example 1 (Correct)

          • Conducted thorough analysis on 5+ new projects and provided suggestions on project methodology to the Project Manager
          • Communicated clients' requirements to developers and ensured feedback are implemented in the final product
          • Collaborated with testing team of 10 to conduct root-cause analysis and installed software patches for improving performance

          Cause & Effect

          • Showcase all the bullet points in STAR (S- Situation, T- Task, A- Action, R- Result) format
          • Mention your officially assigned tasks with the results you achieved
          • Use power verbs to start every bullet point and quantify your information wherever possible

          Grouping & Highlighting

          To make your professional experience section look organized, you need to group similar points under the same heading. Moreover, highlighting the keywords and attractive information will also make a positive impact on your apache spark resumes representation. Have a look at the below given example for better understanding:

          Example 1 (Incorrect)

          • Awarded the "Best Employee of the Year" among 50 employees for above and beyond performance
          • Gained 99% client satisfaction for providing fully functional final products ahead of deadlines
          • Received 5-star rating from team members spread across various locations for excellent team management
          • Developed 20+ spark scripts via Python and Scala by adhering to the clients' requirements for ensuring effective operation
          • Processed 100+ XML data by deploying Scala libraries and performed real-time data analysis with Spark Streaming
          • Converted MapReduce programs into spark transformations for ensuring compatibility between various platforms
          • Performed unit tests on 20+ new scripts weekly for identifying bugs and coordinated with programmers to fix them
          • Imported information from different sources such as AWS S3, EC2 and converted them into Spark RDD for analyzing data
          • Communicated with cross-departmental teams to manage workflow and deployed Oozie to track workflow progress

          Example 1 (Correct)

          Key Accomplishment

          • Awarded the "Best Employee of the Year" among 50 employees for above and beyond performance
          • Gained 99% client satisfaction for providing fully functional final products ahead of deadlines
          • Received 5-star rating from team members spread across various locations for excellent team management

          Script Development & Data Analysis

          • Developed 20+ spark scripts via Python and Scala by adhering to the clients' requirements for ensuring effective operation
          • Processed 100+ XML data by deploying Scala libraries and performed real-time data analysis with Spark Streaming
          • Converted MapReduce programs into spark transformations for ensuring compatibility between various platforms

          Unit Testing & Team Management

          • Performed unit tests on 20+ new scripts weekly for identifying bugs and coordinated with programmers to fix them
          • Imported information from different sources such as AWS S3, EC2 and converted them into Spark RDD for analyzing data
          • Communicated with cross-departmental teams to manage workflow and deployed Oozie to track workflow progress

          Spark Developer Certifications

          Having relevant certifications in your bucket while applying for your desired opportunity will be a bonus for you. These certifications will help you in standing out from the common crowd and let you steal the limelight.

          To frame the Certifications sections appropriately, you can follow the below-given guidelines:

          • Certification Name
          • Name of Affiliated Institution
          • Location of The Institute
          • Enrollment and Graduation Dates in Month/Year Format

          In case of any confusion, you can always check out our detailed blog on the Certification section of a resume. It will give you an elaborated overview on ‘how to frame this section?’

          You can get certified for your desired profile online these days. Currently, we can see many online portals that offer you online certifications for your target profile.

          Here are showcasing some of those portals along with some Spark certifications to help you in getting certified to become a proficient Spark developer:

          Online platforms that provide Spark certifications:

          Coursera

          • Big Data Analysis With Scala and Spark
          • Distributed Computing with Spark SQL
          • Scalable Machine Learning on Big Data using Apache Spark

          Udemy

          • Apache Spark 3- Databricks Certified Associate Developer
          • CCA 175- Spark and Hadoop Developer- Python (PySpark)
          • Azure Databricks & Spark Core For Data Engineers (Python/SQL)

          Edureka

          • Apache Spark and Scala Developer

          IBM

          • IBM Certified Developer- Apache Spark 1.6

          Web Developer Resume Sample

          web-developer-spark-resume-min

          Spark Developer Cover Letter

          To get a spark developer job in this highly competitive marketplace, you need to have something out-of-the-box to get maximum benefits. If not, then you must present your application impressively.

          You can increase the chances of getting shortlisted by applying with a resume and a Cover Letter. A cover letter if drafted effectively can intrigue the recruiters into checking out your resume. Hence, it is important to attach a cover letter along with your spark developer job application.

          You can follow these below-given guidelines to craft an impactful and impressive Cover Letter for your job application:

          • Use a 3-4 paragraph format to make your Spark Developer Cover Letter
          • Start with showcasing your achievements or strengths
          • In the middle, you can mention the names of your previous companies and employers
          • In the end, you can showcase your most admired qualities by your recruiters

          You can also check out our dedicated blog on Cover Letter to have a deeper understanding of this element in your job application.

          Moreover, you can also leverage the advantages of Hiration’s AI-powered Online Resume Builder to apply for your target opportunity like a pro.

          How Hiration Can Help

          Experts at Hiration are always ready to help you out in building an impressive resume for your desired job application. We analyze and improve your resume based on the following parameters:

          • Performance Assessment
          • ATS Compliance
          • Compliance With Industry Norms
          • Design Compatibility
          • Conversion Scope
          • Content Relevance
          • Global Compatibility
          • Recruiter Friendly
          • Resume Formatting

          As a bonus, you will also get 2 free resume templates while getting engaged with our Resume Review Service.

          Hiration Online Resume Builder

          Hiration is offering you an Online Resume Builder to help you in building an expressive and organized resume with the power of Artificial Intelligence. Here are the highlighting advantages you will encounter while getting engaged with our resume builder:

          • A sharable link
          • Save unlimited resumes
          • Intuitive next text suggestion
          • 25+ resume designs
          • LIVE resume score
          • Auto bold
          • JD-resume matcher
          • Full rich-text editor
          • Unlimited PDF downloads
          • 100+ pre-filled resume templates
          • 1-click design change
          • LIVE resume editor

          Key Takeaways

          Check out the key takeaways of the blog:

          • Make separate sections for Technical Skills and Key Skills for a better impression
          • Use one-liner bullet points to showcase every information in your Spark Developer Resume
          • Showcase your achievements in figures to specify and authenticate your information
          • Send your resume along with a cover letter to get maximum benefits

          These are some highlighting points of this resume that can help you in getting an overview of the entire blog. You can refer to the information given in this blog to get your desired Spark Developer Job In case of any trouble, you can always contact us at team@hiration.com.