Principal Data Engineer Resume Sample
Work Experience
- Data Engineering experience
- Experience in Hadoop MapReduce, Hive, Pig, Spark, and Yarn
- Experience in NoSQL technologies like Hbase and Cassandra
- Experience in Data Pipelines like Kafka and Airflow
- Experience working with either AWS or Azure technologies – EMR, HDInsight
- Code/Build/Deployment: GIT, Maven, Docker, Jenkins, Kubernetes, etc
- A strong team player Ability to quickly triage and troubleshoot complex problems
- Build scalable and reliable near real time data pipeline on the cloud
- Build Single Source of Truth
- Responsible for data quality, reliability, availability, and security
- Reconciliation of data between all data sources
- Enable self-servicing of the data for our organization and to our customers
- Contribute to Open Source community
- Build automation jobs to eliminate manual data transformations to support near real time insights into the business
- Collaborate on longer term strategy, identifying areas for improvement
- Create, troubleshoot, and enhance the existing data sets used for reporting
- Discover, blend, transform and interpret data from disparate sources to provide business insights
Education
Professional Skills
- Be a thoughtful creator, carefully weigh the options and trade-offs, make everyday design and coding decisions for a platform of large scale and keep the platform running in ship shape
- Experience with strong operational focus and demonstrated delivery management, change management, and execution skills
- Strong analytical skills - ability to define problems, collect data, establish facts, and draw valid conclusions
- Excellent Design & Analysis skills with a demonstrated ability to achieve long term goals through interim steps
- Demonstrates Strong leadership, ability to mentor, effective communication skills
- Experience designing and tuning high-performance systems and prior experience with data warehousing and business intelligence systems
- Experience mentoring and developing skillsets of data engineers
How to write Principal Data Engineer Resume
Principal Data Engineer role is responsible for database, languages, java, finance, training, integration, security, shipping, coding, architecture.
To write great resume for principal data engineer job, your resume must include:
- Your contact information
- Work experience
- Education
- Skill listing
Contact Information For Principal Data Engineer Resume
The section contact information is important in your principal data engineer resume. The recruiter has to be able to contact you ASAP if they like to offer you the job. This is why you need to provide your:
- First and last name
- Telephone number
Work Experience in Your Principal Data Engineer Resume
The section work experience is an essential part of your principal data engineer resume. It’s the one thing the recruiter really cares about and pays the most attention to.
This section, however, is not just a list of your previous principal data engineer responsibilities. It's meant to present you as a wholesome candidate by showcasing your relevant accomplishments and should be tailored specifically to the particular principal data engineer position you're applying to.
The work experience section should be the detailed summary of your latest 3 or 4 positions.
Representative Principal Data Engineer resume experience can include:
- Strong communicationskills,both written and oral
- Demonstrable experience in developing, validating, maintaining and publishing logical and physical data models
- Experience in data mining and data modeling with hands-on experience in structuring and spatial decomposition of complex data sets
- Strategic thinking and critical problem solving skills
- Extensive experience with the Hadoop ecosystem, streaming and parallel computing, with a strong knowledge of Spark, Flink, and/or Kafka
- Effectively communicate the Data strategy to both technical and non-technical audiences
Education on a Principal Data Engineer Resume
Make sure to make education a priority on your principal data engineer resume. If you’ve been working for a few years and have a few solid positions to show, put your education after your principal data engineer experience. For example, if you have a Ph.D in Neuroscience and a Master's in the same sphere, just list your Ph.D. Besides the doctorate, Master’s degrees go next, followed by Bachelor’s and finally, Associate’s degree.
Additional details to include:
- School you graduated from
- Major/ minor
- Year of graduation
- Location of school
These are the four additional pieces of information you should mention when listing your education on your resume.
Professional Skills in Principal Data Engineer Resume
When listing skills on your principal data engineer resume, remember always to be honest about your level of ability. Include the Skills section after experience.
Present the most important skills in your resume, there's a list of typical principal data engineer skills:
- Good communication skills, and the ability to work effectively with others in a team environment
- Good database development skills with SQL proficiency, a solid understanding of both relational and NoSQL database technologies
- Solid experience with DevOps - prior experience in Chef, Puppet or Ansible
- Strong organization and planning skills and the ability to manage own workload and that of others within sometimes tight timescales
- Excellent verbal and written communications skills in German and English
- Keen attention to detail with the ability to effectively prioritize and execute multiple tasks
List of Typical Experience For a Principal Data Engineer Resume
Experience For Think Big Principal Data Engineer Resume
- Strong technical design and analysis skill
- Programming experience in Ruby, Python or Java, with knowledge about current best practices and methodologies (e.g. Agile)
- Experience with the ETL: cleaning, transforming, and ingesting large datasets
- Experience in developing and/or launching ML algorithms/frameworks using cloud infrastructure
- Experience working with all kinds of data-- clean, dirty, unstructured, semi-structured and relational
Experience For Principal Data Engineer Resume
- Five or more years’ experience C++ and OpenGL programming
- Experience in developing software applications
- Overall experience with over 5+ years in architecting platform services
- Experience building large, scalable software systems in at least one of Go, Java, or Python
Experience For Think Big Principal Data Engineer Resume
- Good understanding of microservices architecture, container technologies such as Kubernetes, Mesos etc
- Experience with building solutions to improve Developer Productivity and data-driven decisions
- Deep experience supporting mission critical applications quickly
- Understand and adapt to changing business priorities and technology advancements
- Strong knowledge and technology trends in implementing business applications
- Dimensional data modeling experience
- Experience on Big Data tools including Sqoop, Spark, and Hive SQL
Experience For Principal Data Engineer Resume
- Experience in developing software applications at scale
- Experience with full Software Development Life Cycle (SLDC) from requirements through to testing and deployment
- Experience implementing enterprise data solutions
- Experience implementing a data lake architecture
- Experience in developing software applications
Experience For Think Big Principal Data Engineer Resume
- Design and create clear, compelling presentations that visually “tell the story” and influence a “call to action” for provider experience programs/projects
- Strong knowledge of domain based design, data modeling and data structures
- Strong knowledge of developing highly scalable distributed systems and three tiered application architecture
- Experience in implementing data solutions in an OLTP environment is required
- Experience in building full-stack, large-scale distributed systems
- Experience developing Java based software solutions
- Experience in at least one scripting language (Python, Perl, JavaScript, Shell)
Experience For Principal Data Engineer Resume
- Experience developing software solutions to solve complex business problems
- Experience providing technical leadership on relevant applications
- Experience leading the full life-cycle of IT development and platform support
- Experience with dimensional data modeling and schema design in data warehouses
- Experience with scripting in Jenkins, Chef, CloudFormation, Puppet, Ancible, TerraForm, or other similar products
- Experience working with version control software, particularly Git and SVN
- Experience using Cloud technology eg: AWS
- Experience working on projects within the cloud ideally AWS or Azure
Experience For Think Big Principal Data Engineer Resume
- Proven ability in clearly communicating complex solutions
- Excel in team collaboration and working with others from diverse skill-sets and backgrounds
- Experience working on projects within the cloud and ideally AWS or Azure
- Experience with visualization or BI tools, such as Tableau, Zoomdata, Microstrategy, or anything Microsoft Power BI
- Combined experience with big data technologies: Cassandra, Accumulo, HBase, Spark, Hadoop, HDFS, AVRO, MongoDB, or Zookeeper
- Experience with AWS Cloud migration
- Experience in the data warehouse space
- IP, DNS, DHCP, and security configuration and administration experience on Linux/Unix/CentOS and Windows
- Expertise in data storage that demonstrates knowledge of when to use a file system, relational database, or NoSQL variant
Experience For Principal Data Engineer Resume
- Work experience in systems/network architecture is required
- Strong team player and able to mentor junior team members
- Regularly feedback learnings and contribute experience and perspective to various other stakeholder groups at Wood Mackenzie
- Experience of building and supporting data science activities using a variety of technologies (such as Jupyter notebooks, R Studio / Shiny, Tensorflow)
- Hands on experience with schema/message design and modelling
Experience For Think Big Principal Data Engineer Resume
- Microsoft Azure experience
- Skilled on Microsoft SQL Server 2012 and above (2016 preferable)
- Use appropriate and effective communication methods to engage and manage stakeholder expectations
- Strong teammate and able to mentor junior team members
- Experience with Big Data technologies - Spark, Druid, Hive and Apex
- Experience in developing software applications
- Experience with NoSQL data platforms
Experience For Principal Data Engineer Resume
- Experience with Agile process methodology, CI/CD automation, Test Driven Development
- Experience with AWS Kinesis, Kafka, Storm, Spark, SonarQube highly desired
- Acting as a technical mentor to the team and bringing them up to speed on latest data technologies and promoting continuous learning
- Acting as a technical mentor to the team and bringing them up to speed on the latest data technologies and promoting continuous learning
- Driving Innovation and influencing the team to implement solutions with future thinking
- Exploring new technology trends and leveraging them to simplify and modernize our data ecosystem
- Resolving technical roadblocks to the team and mitigating potential risks
List of Typical Skills For a Principal Data Engineer Resume
Skills For Think Big Principal Data Engineer Resume
- Excellent interpersonal skills when interacting with clients in a clear, timely, and professional manner
- Strong collaboration skills to work with multiple teams in the organization
- Strong experience in traditional data warehousing / ETL tools (Informatica, Talend, Pentaho, DataStage)
- Prior work experience with unstructured data and data modeling as well as with different development methodologies (e.g. agile, waterfall, XP, scrum, etc.)
- Extensive experience implementing open source technologies in high volume production environments and strong knowledge of agile methodology
Skills For Principal Data Engineer Resume
- Proven experience quickly gaining credibility, influence and partner with business leaders and the human capital community
- Use your expert coding skills across a number of tools and languages on data integration
- Experience Deep Data structure experience
- Happy to regularly take on new challenges. Motivated and quick to pick up any newly required skills
- Strong SQL experience, and optional Python / Scala / Java / R
Skills For Think Big Principal Data Engineer Resume
- Prior experience with Hadoop, HBase, Hive, and Map/Reduce or Spark
- Prior technical experience in large enterprises
- Prior technical experience in finance and/or information security organizations
- Work with P&O and other NX groups to ensure solutions are effectively and efficiently implemented
- Solid experience in agile methodologies (Kanban and SCRUM)
Skills For Principal Data Engineer Resume
- Strong technical design and analytical skill
- Designing, Building and supporting mission critical data solutions for applications to provide the best customer experience
- Commercial experience leading on client-facing projects, including working in close-knit teams
- Experience working on lively projects and in a consulting setting, often working on multiple projects at the same time
- Experience with data modeling, mining, mapping, and monitoring
- Experience of building and running Real-time data streaming solutions using technologies like Kafka or Kinesis
- Experience designing, developing, and implementing ETL
- Experience with designing, implementing, and maintaining ETL pipelines between many different systems, with both structured and unstructured data
- Experience receiving, converting, and cleansing big data
Skills For Think Big Principal Data Engineer Resume
- Experience with testing, packaging, and releasing JVM code
- Experience in delivering solutions using Agile (traditional and SAFe) and supporting tools like Jira
- Professional IT consulting experience (presenting and communicating to all levels of the organization both technical and business materials)
- Experience using and integrating Trillium Address cleansing, Master data management (MDM)
- Experience working with data modeling and analysis tools such as ERwin, Toad Data Modeler, etc
- Experience working with and designing schemas/data in SQL and noSQL databases
Skills For Principal Data Engineer Resume
- Experience working on delivering solutions for globally distributed, large scale Agile software development teams
- Experience with UNIX/Linux including basic commands and shell scripting
- Experience building complex and non-interactive systems (batch, streaming, distributed, etc
- Working experience, both in hans on and client facing
- Experience in Data Engineering, Analytics, consulting, or a related data/quantitative field
Skills For Think Big Principal Data Engineer Resume
- Experience in writing and using SQL
- Experience in data processing and/or stream processing technologies like Flink, Beam, etc
- Experience building or maintaining ETL systems
- Experience using search technologies like Elasticsearch and Solr and designing the integration of search with a persistent data store
- Proven track record of designing and delivering large scale, high quality systems
- Successful experience working and delivering in a highly matrixed environment
Skills For Principal Data Engineer Resume
- Experience with NLP, Machine Learning, Deep Learning
- Experience with streaming data technologies (Kafka, Kinesis, Storm, Spark Streaming)
- Experience working in an Agile environment utilizing test-driven development practices
- Experience in Database Programming using Microsoft Technology (MS- Sql Server, SSIS,SSRS,MS-Excel,T-SQL)
- Experience in Database Programming using Microsoft Technology (MS- Sql Server, SSIS,SSRS,MS-Excel)
Skills For Think Big Principal Data Engineer Resume
- Experience leading IT processes including Solution/Software Development Life Cycle (SDLC)
- Provides strong technical leadership in adopting and contributing to open source technologies related to Big Data across the company
- Excellent understanding of advancements in Data Science and how this can contribute to improvements within data engineering
- Extensive experience writing and tuning SQL queries
- Facilitate provider experience projects that bring provider-facing teams and technology partners together to scope, design and implement data-focused solutions
Skills For Principal Data Engineer Resume
- Experience building large scale data warehouses and ETL data processing pipelines
- Experience with advanced ML techniques (RNN, CNN, LSTM, GRU, Genetic Algorithms, Reinforcement Learning, etc.)
- Experience with voice recognition, natural language processing, and computer vision
- Experience implementing physical data models in an Oracle database
- Experience with Git and modern programming workflows
- Experience with software engineering, big data and distributed platforms
List of Typical Responsibilities For a Principal Data Engineer Resume
Responsibilities For Think Big Principal Data Engineer Resume
- Communication skills and ability to influence
- Superior collaboration and communication skills within and across teams
- Experience in developing software applications including: analysis, design, coding, testing, deploying and supporting of enterprise applications
- Experience in developing software applications including: analysis, design, coding, testing, deploying and supporting of applications
- Experience with Hadoop Operations, administrator, building, installing, configuring, and supporting multitenant clusters
- Hands-on working experience with RDBMS, SQL, scripting, and coding
Responsibilities For Principal Data Engineer Resume
- Experience using client side data blending and analytics tools like PowerPivot, PowerBI or Tableau required
- Expert knowledge in Hadoop architecture, HDFS commands and experience designing & optimizing queries against data in the HDFS environment
- Experience working in the AWS Services Ecosystem or relevant Cloud Infrastructures such as Google Cloud or Azure
- Proven expertise with query languages such as SQL, T-SQL, NRQL, solr querying
- Experience with Net Promoter Score, Personas and Journey Mapping
- Experience working at United Health Group or similar healthcare organization
- Experience working with Agile, Scrum and/or DevOps (includes tools such as GitHub, SVN)
Responsibilities For Think Big Principal Data Engineer Resume
- Experience working enterprise level
- Experience in Software design, architecture and programming
- BS in Engineering, Computer Science, Mathematics, related field or equivalent experience
- Experience working in this area
- Infuse and champion provider experience data management strategies, concepts, and principals into existing IT and business processes
- Experience with implementing solutions in cloud-based environments such as Azure and AWS
- Extensive experience with DevOps tools and CI/CD workflows including github, Jenkins, Travis CI, and Docker Swarm
- Self-motivated and an ability to handle multiple competing priorities in a fast-paced environment
- Experience with reporting and analytic tools
Responsibilities For Principal Data Engineer Resume
- Progressively complex technical experience solving big data problems
- Experience writing T-SQL and PL/SQL required
- Experience blending data from heterogeneous data sources required
- Hands on experience integrating cloud based applications i.e. Salesforce.com
- Hands experience leading design and development of multiple projects/initiatives
- Experience writing scripts in Shell, Java or Python
- Hands on experience using enterprise API management solution i.e. Mulesoft, Apigee
- Experience and interest in Big Data technologies (Hadoop / Spark / NoSQL DBs) and Cloud (AWS and Azure)
- Experience with SQL, NoSQL, relational database design and methods
Responsibilities For Think Big Principal Data Engineer Resume
- In-depth experience with the Hadoop stack (MapReduce, Pig, Hive, Hbase)
- Experience with Relational Database Systems and SQL
- Experience with Java, Python, or similar high-level language
- Experience in SQL (any major dialect is fine; we use both MySQL and PostgreSQL)
- BS/MS in Computer Science (or related fields) or equivalent experience
- Experience in Java development and/or JVM based languages
- Experience with IaaS with preference given to GCP and AWS
- Experience with NOSQL data storage systems and technologies with preference given to Cassandra and Hadoop
Responsibilities For Principal Data Engineer Resume
- Experience with data solutions like Hadoop, Teradata, Oracle
- Experience with application security, Git, Dockers, CI/CD tools, cabernets and practices
- Hands-on experience with data management tools, technologies (e.g., Big Data - Hadoop, Hive, Spark, Python, SQL or other data management tool)
- Experience as Enterprise and/or Solution Architecture for healthcare data management
- Experience with healthcare data and workflows (e.g. HL7, FHIR)
Responsibilities For Think Big Principal Data Engineer Resume
- Experience in MapR Systems & HiveSQL
- Have a strong emphasis on data quality for all the deliverables
- Experience with cloud based architectures such as AWS and Azure
- Translate strategic requirements to ensure effective solutions meet business requirements
- Experience in developing software applications including: analysis, design, coding, testing, deploying and supporting of applications
- Experience in SAP Business Objects required
- Experience building large-scale analytics solutions using Big Data technology (Hadoop, Spark, Scala, Kafka, Storm, etc.)
- Hands on experience and working knowledge of automation technology (Chef, Puppet, Ansible, etc.) and comfortable with Git best practices for source control
Responsibilities For Principal Data Engineer Resume
- Strong infrastructure background, comfortable with general database, networking and Linux admin activities to support the platforms
- Experience in data related technologies and open source frameworks
- Expert experience with bash shell scripts, UNIX utilities & UNIX Commands
- Creating proof of concept experiments for analytics, machine learning, or visualization tools that include hypothesis, test plans, and outcome analysis
- Delivering system automation by setting up continuous integration/continuous delivery pipelines
- Exploring new technology trends and using them to simplify and modernize our data ecosystem
- Delivering our product roadmap
- Planning for the future
- Working knowledge of different .Net Framework (C#.NET), IIS Web Server
Responsibilities For Think Big Principal Data Engineer Resume
- Bring creativity and innovation, and experiment where needed, to provide solutions that help us deliver for the business
- Collaborating with internal and external teams to deliver technology solutions for the business needs
- Guiding teams to improve development agility and productivity
- A working ability to deliver solutions by developing, testing, and implementing code and scripts via (but not limited to) Python, Perl, shell scripts, etc
- Performs ETL work to pull data from source systems (both on prem and hosted), including manipulating data, and placing in the data warehouse environment
- Expertise with developing data processing solutions and data applications utilizing technologies like Python, C#, Java, SQL, Spark, or No SQL DB
- Expertisewith developing data processing solutions and data applications utilizing technologies like Python, C#, Java, SQL, Spark, or No SQL DB
- Designs complex, production systems and creates custom packages using multiple programming languages to solve challenging analytical problems
- Expertise with developing data processing solutions and data application utilizing technologies like Python, C#, Java, SQL, Spark, or No SQL DB
Responsibilities For Principal Data Engineer Resume
- Expertise in database performance tuning troubleshooting using TOAD or SQL Developer or Oracle Enterprise Manager
- Establish architecture plan to accommodate existing and future datasets. Create business processes for on-boarding new data sources. (20%)
- Passionate for continuous learning and experimenting
- Be a role model to software engineers pursuing technical career path in engineering
- Establishes the structure, connections, and relationships within the data in preparation for mining, modeling, or migration activities
- Assist on data analytics projects involving data modeling and architecture