Lead Data Engineer Resume Sample
Winona Emard
8967 Corwin Rue,
Detroit,
MI
+1 (555) 961 9527
Work Experience
Lead Data Engineer
01/2016
-
PRESENT
Boston, MA
- Improve and enhance the value provided by Gogo’s Hadoop cluster, in conjunction with the Hadoop Architect, through the application of Apache Spark and other emerging technologies
- Participate heavily in efforts to migrate Gogo’s Big Data cluster from a self-hosted environment to AWS
- Understanding of cloud services and related ETL integration technologies (Informatica, Talend)
- Experienced in Agile engineering practices
- Proven experience in leading teams and complex data analytics projects
- Follows the company’s required standards and guidelines regarding the use of the tools including technical documentation
- Executes unit and system test scripts, analyzes, captures and publishes test results
- On-Call rotation to support Data Engineering solutions
- Translate complex functional and technical requirements into detailed architecture, design, and high performing software
Lead Data Engineer, Payformance Solutions
02/2013
-
12/2015
Detroit, MI
- Drive user ideation analysis and elaboration, design and development of software applications, and build automation tools
- Select data solution software and define hardware requirements
- Help build a next-generation Big Data analytics framework with a set of core technologies
- Code, test, and document new or modified data systems to create robust and scalable applications for data analytics
- Ensure all automated processes preserve data by managing the alignment of data availability and integration processes
- Convert code from applications in R, Python or other languages into Spark applications
- Build processes supporting data transformation, data structures, metadata, dependency and workload management
- Provides technology guidance, evaluate tools, perform POC’s, design solutions & documentation
- Provide technology guidance, evaluate tools, perform POC’s, and propose solutions
Lead Data Engineer Data & Analytics
04/2007
-
08/2012
San Francisco, CA
- Lead and develop sustainable data driven solutions with current new gen data technologies to meet the needs of our organization and business customers - Master new technologies rapidly as needed to progress varied initiatives
- Break down complex data issues and resolve them
- Builds robust systems with an eye on the long term maintenance and support of the application
- Leverage reusable code modules to solve problems across the team and organization
- Drive cross team design and influencing / development via technical leadership / mentoring
- Influence cross team/matrix organization
- Broader knowledge sharing
- Understands complex multi-tier, multi-platform systems
- Coding in data management, data warehousing or unstructured data environments
Education
Norwich University
2002 - 2006
Engineer's Degree in Computer Science
Professional Skills
- Strong design & modelling skills and relevant experience
- Strong in hands on programming skills and rich experience with different architecture framework on application development
- Superior problem solving skills, the ability to work independently, and great communication skills are required
- Excellent communication skills including interpreting Business issues; able to communicate the same message clearly to different audiences
- Uses strong programming skills in Python, Java or any of the major languages to build robust data pipelines and dynamic systems
- Uses strong programming skills to assist in the data analysis and discover of the source data
- Demonstrate critical thinking, analytical skills, and employ judgment to offer thoughtful, concise input toward resolutions of problems
How to write Lead Data Engineer Resume
Lead Data Engineer role is responsible for java, languages, programming, software, modeling, design, architecture, leadership, python, advanced.
To write great resume for lead data engineer job, your resume must include:
- Your contact information
- Work experience
- Education
- Skill listing
Contact Information For Lead Data Engineer Resume
The section contact information is important in your lead 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 Lead Data Engineer Resume
The section work experience is an essential part of your lead 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 lead 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 lead data engineer position you're applying to.
The work experience section should be the detailed summary of your latest 3 or 4 positions.
Representative Lead Data Engineer resume experience can include:
- Strong analytic skills related to working with unstructured datasets. Excellent verbal and written communication skills
- Demonstrates excellent communication skills (both written and verbal) and a strong attention to detail
- Excellentprocess, documentation and writing skills with a keen understanding of dataquality and information management principles
- Strong RDBMS, Linux, Oracle, and Python skills
- Strong leadership skills, Critical thinker, Innovator, Change agent
- Excellent system architectural skills
Education on a Lead Data Engineer Resume
Make sure to make education a priority on your lead 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 lead 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 Lead Data Engineer Resume
When listing skills on your lead 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 lead data engineer skills:
- Demonstrate experience in the following skills
- Excellent process, documentation and writing skills with a keen understanding of data quality and information management principles
- Laser sharp customer focus, with experience effectively managing matrix relationships
- Experience designing, developing and testing applications using proven or emerging technologies, in a variety of technologies and environments
- Solid experience in implementing/architecting predictive modeling system
- Strong technical knowledge and experience in machine learning engineering domain
List of Typical Experience For a Lead Data Engineer Resume
1
Experience For Lead Data Engineer, Payformance Solutions Resume
- Uses advanced programming skills in Python, Java or any of the major languages to build robust data pipelines and dynamic systems
- Strong experiences in ETL/Data Ingestion tools/process
- Experience in developing software applications including: analysis, design, coding, testing, deploying and supporting of applications
- Experience using various forms of testing practices, including regression, acceptance, functional, and load testing
- Experience in building & utilizing tools and frameworks within the Big Data ecosystem including Hadoop, Kafka, Nifi, Hive, Spark, HBase, NoSQL
- Demonstrate deep understanding of the ETL process (and variants there-of), including orchestration and development of data products
- Experience in developing and designing software applications
2
Experience For Shopstyle Lead Data Engineer Resume
- Experience designing solutions using Flume, Avro, Thrift
- Experience around interfacing with data-science products and creating tools for easier deployment of data-science tools
- Experience with designing and developing web-scale real-time systems
- Experience maturing production systems (introducing QA automation, fault tolerance, self-recovery)
- Experience developing in Spark (Spark Streaming, Dataframes, Datasets)
- Solid understanding of software development fundamentals, including algorithms, data structures, and design patterns
- Experience creating architectural diagrams, presentations and presenting to senior leaders
- Experience building and deploying large scale distributed systems
3
Experience For Lead Data Engineer Data & Analytics Resume
- Advanced knowledge in Hadoop architecture, HDFS commands and experience designing & optimizing queries against data in the HDFS environment
- Perform data cleansing, data consolidation and data standardization
- Strong capability in writing complex T-SQL queries against very large relational databases
- Strong capability in working with NoSQL databases (MongoDB, Cassandra, or similar)
- Experience in database scaling techniques
- Experience in agency setting or project-based development cycles
- Experience building applications at scale - NoSQL, distributed file systems, and high-availability low-throughput applications
- Experience creating RESTful services and endpoints
4
Experience For Lead Data Engineer Resume
- Experience of being a lead engineer amongst a team of equal or junior level developers
- Manage multiple, conflicting, high priority requests
- Experience as a Solutions Architect in OLTP, OLAP Data Warehousing applications
- Estimates for projects including work, time, resources and skill needs
- Experience in developing software applications
- Experience working on Bigdata technologies like Hadoop, Spark and Hive
5
Experience For Lead Data Engineer, Payformance Solutions Resume
- Adapt quickly and allocate resources to changing priorities
- Good collaboration and idea sharing in team environment
- Strong working knowledge of Python, Java, Scala or C#
- Experience working on Big Data tech stack like Hadoop, Spark and Hive
- Excellent understanding of application/software design and development at scale
- Experience/knowledge of Kafka streaming solutions
- Experience working in the Hadoop ecosystem - Spark, Scala, Hive, etc
- Experience in developing software applications
6
Experience For Shopstyle Lead Data Engineer Resume
- Excellent understanding of software design and development at scale
- Experience/knowledge of streaming solutions: Kafka, Apex
- Experience in developing software applications
- Data Engineering/Development experience with SQL (Oracle, SQL Server, MySQL)
- Past working experience on a fast paced and agile environment
- Experience in leading high visibility projects that interacts with multiple business lines
- Experience working with an on-shore / off-shore model
- Experience with unix shell scripting, python
- Experience in writing complex Hive and Hive LLAP queries
7
Experience For Lead Data Engineer Data & Analytics Resume
- Experience working on Big Data technologies like Hadoop, Spark, Scala and Hive
- Experience of implementing data solutions in the financial technology industry or related
- Very good knowledge of standard SQL (SQL-92) gained using large scale database systems such as Netezza, DB2, Sybase, Oracle
- Experience with schema modeling and large-scale migrations of databases
- Experience with data pipelines from raw logs through continuous processing to visual reports
- Experience collaborating with Operations teams to ship large-scale data solutions
- Solid understanding of DevOps philosophy
- Write great code, view it as a craft, and love cranking out solid work
- Experience creating data integration solutions
8
Experience For Lead Data Engineer Resume
- Experience in developing Java Data applications on Hadoop
- Strong in Unix Shell / Pig scripting
- Deep level understanding and implementation experience across AWS Data Services such as Glue, Kinesis, SQS, Redshift
- Extensive experience developing complex MapReduce programs against structured and unstructured data
- Experience to one of the following technologies: HDFS, Oozie, MapReduce, Hive, Hadoop, Cassandra, Mongo
- Experience of being a lead engineer amongst a team of equal or junior level developers
- Financial Services (Lending) experience
9
Experience For Lead Data Engineer, Payformance Solutions Resume
- Experience working as a Hadoop administrator (MapR)
- Experience with Machine Learning (R, Python)
- Experiences with encryption and/or masking approached (DataGuise)
- Experiences in Data Warehousing design principles and Star or Snowflake data models
- Experience of trouble shooting performance problem with Java and big data applications
- Experience of playing a lead role in delivery of projects
10
Experience For Shopstyle Lead Data Engineer Resume
- Experience with Hadoop or other big data processing technologies like Spark or Flink
- Years of relevant professional work experience in analytics, data engineering, business intelligence, market research or related field
- Experience in consumer-facing industry
- Experience working in an agile environment (i.e. user stories, iterative development, etc.)
- Experience in data engineering
- Experience taking at least one new application through initial technology development and into production
- Experience with querying tools SQL/No SQL
List of Typical Skills For a Lead Data Engineer Resume
1
Skills For Lead Data Engineer, Payformance Solutions Resume
- Great teammate with excellent oral, written and social skills
- Proven track record in delivering in an agile environment, while managing multiple priorities
- High analytic, problem solving, lateral thinking and interpretive skills
- Highanalytic, problem solving, lateral thinking and interpretive skills
- Experience with Unix and shell scripting; strong knowledge of regular expressions and text processing (awk, sed)
2
Skills For Shopstyle Lead Data Engineer Resume
- Proven experience building and maintaining database structures, ETL processes, stored procedures, audit reports, data extracts to meet project objectives
- Self motivated with initiative, leadership and decision making skills
- Selfmotivated with initiative, leadership and decision making skills
- Use your advanced coding skills across a number of languages like SQL, Python and Java to support analysts and data scientists
- Proven experience in business intelligence function/data warehousing
- Prior experience working with BDD methodologies , Cucumber, and automated acceptance criteria
3
Skills For Lead Data Engineer Data & Analytics Resume
- Strong Programming experience in at least one language – Python/Java, C++, R and GoLang
- Prior experience with MPP databases and maintain large amount of data processing
- Interface with different levels of the business effectively to ‘sell’ ideas and concepts
- Demonstrated experience leading a team of technical resources on complex projects
- Lead data technical experts so that they develop the skills necessary to understand and exploit business intelligence capabilities
- Lead datatechnical experts so that they develop the skills necessary to understand andexploit business intelligence capabilities
4
Skills For Lead Data Engineer Resume
- Software development experience with full cycle implementation experience throughout the application lifecycle
- RDBMS and SQL skills
- Product development and design experience with 3+ years of experience on NLP and ML technology
- Strong development experience in Linux/Unix OS platform
- Working experience with relational databases, query authoring (SQL) as well as working familiarity with a variety of databases
- Experiencecreating data integration solutions
- Working experience with Python and Amazon Web Services (e.g. S3, EC2, RDS, Lambda, EMR, Data Pipeline, DynamoDB)
- Experience in analyzing, designing, coding, testing, implementation, documentation and maintaining complex software programs
5
Skills For Lead Data Engineer, Payformance Solutions Resume
- Good understanding in data mining, machine learning, natural language processing, or information retrieval
- Experience with building stream-processing systems, using solutions such as Spark-Streaming, Flume, Kafka
- Experience in performing data profiling, analysing data flows, and setting up best practices / processes for the Development and QA teams
- Experience in modeling, organizing, structuring and sustaining physical data assets in the context of a Data Lake architecture
- Experience of data loading, either scripting or using ETL technologies
- Experience coding, testing and documenting middleware/ server side modules
6
Skills For Shopstyle Lead Data Engineer Resume
- Hands-on experience working in data warehousing, data architecture and/or data engineering environments
- Experience in data processing position, working with large data sets, developing ETL jobs, etc
- Experience in building batch and streaming data pipelines using sqoop, Kafka, spark and Nifi
- Data engineering experience working with structured and un-structured data
- Experience in Logical and Physical Data Modelling, including dimensional, relational, and flat-file data structures
- Experiencein Logical and Physical Data Modelling, including dimensional, relational, andflat-file data structures
7
Skills For Lead Data Engineer Data & Analytics Resume
- Experience working to optimize and scale reporting technologies such as Tableau, Qlick or Domo
- Experience using information visualizaiton tools for Reporting and/or Drill-Down analysis (Eg. Matplot, OpenGL, DataStudio, Tableau, Power BI, etc.)
- Experience managing hardware deployments using tools such as virtualizatoin and containerization (eg. Docker, Kubernetes)
- Experience communicating analytical outcomes in person and in writing to both business and technical teams
- Experience mentoring and managing data analysts
8
Skills For Lead Data Engineer Resume
- Also, any experience with testing, targeting, adtech is a nice to have
- Experience with data modeling (normalization, slowly changing, star, data vault)
- Experience administering or developing within SFDC Sales Cloud CRM, SFDC Einstein Analytics
- Experience with data engineering and wrangling
- Experience with distributed computing technologies, including Hadoop, Hive, Spark, and AWS EMR
- Experience in building highly scalable ETL pipelines, including Kylo, NiFi, Spark or Cloud native or open source data technologies
- Experience building large scale distributed systems spanning tens to hundreds of nodes
- Experience developing solutions hosted within public cloud providers and leveraging container based technologies
9
Skills For Lead Data Engineer, Payformance Solutions Resume
- Expert experience leading and mentoring teams in Big Data Technologies
- Experience in building scalable software systems and writing production code in Java
- Strong understanding of database scaling techniques
- Working experience on Map Reduce, Big-Data processing frameworks
- Solid understanding of the data and operational complexities around consistency, job monitoring, failover, and archive retention
- Uses knowledge in Hadoop architecture, HDFS commands and experience designing & optimizing queries to build data pipelines
- Experience in pursuing and applying data-backed decisions, such as recommendations, trends etc. to make the core product better
- Experience designing/developing algorithm and statistical analysis of large data set
- Extensive experience coding with at least one scripting language - Python, Go, Ruby, etc
10
Skills For Shopstyle Lead Data Engineer Resume
- Experience with programming in one of the following – Python, Bash, Java
- Experience in developing and designing software applications
- Demonstrated understanding of Deep Learning technologies (Tensor Flow/Keras)
- Experience building and supporting Web services
- Experience working with different data storage options including AWS S3, Azure BLOB storage etc
- Experience in building and deploying Java/Scala based applications
- Strong knowledge of Distributed Systems and Object Oriented Programming
- Experience with Master Data Management, API Gateways, Federated Search & Querying
List of Typical Responsibilities For a Lead Data Engineer Resume
1
Responsibilities For Lead Data Engineer, Payformance Solutions Resume
- Strong communication and interpersonal skills with strong English proficiency
- Experience developing and analysing both SQL and NoSQL databases
- Experience with implementing rapid response query solutions on Big Data platforms leveraging Solr, Elasticsearch, or scalable query engine implementations
- Experience in design of server-based data processing applications
- Experience in designining data pipepiline
- Experience in working within Scaled Agile (SAFE) and on Agile teams (Scrum)
- Experience with Spark programming in python or Scala, Jupyter Notebook
2
Responsibilities For Shopstyle Lead Data Engineer Resume
- Experience working in data management of large distributed system
- Experience building the internationalization technologies required for NLP
- Data modeling and corporate-level data management experience
- Experience with Data Wrangling, Data Management tools – Trifacta, Talend etc
- Experience coding an ETL tool to load a data warehouse or create a data store
- Experience in performance tuning in a SQL environment
3
Responsibilities For Lead Data Engineer Data & Analytics Resume
- Experience working with database objects
- 8 – 10 years of working experience
- Experience working with Relational databases (e.g. Oracle, DB2) and NoSQL databases (e.g. MongoDB)
- Experience with relational SQL and NoSQL databases, including SQL Server and Cassandra
- Experience with object-oriented/object function scripting languages: Python, Java, C++, Scala, etc
- Experience in building data models
- Experience with Google Clout Platform especially their data suite including Big Query, Datastore, BigTable
- Experience in applying data structures and object oriented design to solve problems
- Experience in developing software applications
4
Responsibilities For Lead Data Engineer Resume
- Experience with automation/configuration management using either Puppet, Chef or equivalent
- Experience working on Big Data tech stack like Hadoop, Spark and Hive
- Experience working in the Hadoop ecosystem - Spark, Scala, Hive, etc
- Experience in Data Architecture specifically in a Data Lake environment - i.e. Data Lake Zones, Data Modeling, etc
- Web Scraping Experience
- Work experience as a software engineer
- Work experience as a data engineer
- Experience as a team lead/manager/mentor
- Experience with relational databases, SQL, and map-reduce languages (Pig, Hive)
5
Responsibilities For Lead Data Engineer, Payformance Solutions Resume
- Full stack experience from UI through databases
- Strong sense of ownership and the ability to work with a limited set of requirements and ask questions as necessary
- Demonstrate leadership to managers, and peer level staff
- Strong ability to build and leverage external relationships
- Python or Ruby development experience is necessary
- Nice to have AWS (EMR/Kinesis) experience on any size/scale
- Design and develop new data pipeline process and dashboard. Work closely with other engineers to get work done on time with right design and good quality
- Help build strong team work and communication bridge with business team and data insight team
- Experience with media, entertainment, or internet business models
6
Responsibilities For Shopstyle Lead Data Engineer Resume
- Practical Experience with test driven development (TDD) and Continuous Integration/ContinuousDeployment (CI/CD)
- Experience with SQL, including Python, Scala and Java
- Experience with relational SQL and NoSQL databases, including DynamoDB, Redis, Postgres and Cassandra
- Experience/working with ETL patterns and tools
- Progressively complex related experience in data science engineering
- Progressively complex related experience to Data Modeling and Data Analytics
- Experience with versioning systems (ideally Git)
7
Responsibilities For Lead Data Engineer Data & Analytics Resume
- Tware development/ programming experience in enterprise/ web/ cloud applications
- Experience developing production grade software
- Experience developing within AWS, especially EMR, DMS, Glue, Lambda, Athena, and Redshift
- Experience in Data warehousing or related function
8
Responsibilities For Lead Data Engineer Resume
- Experience working on commercially available software and or healthcare platforms
- Previous experience leading data product implementation required
- Hands-on experience with real time data streaming, aggregation and presentation required
- Experience developing production grade software
- Development experience in an environment using strict source-code control and release procedures
- Experience in migrating ETL processes (not just data) from relational warehouse Databases to AWS based solutions
- Experience researching new tools and technologies to optimize data integration and analysis
- Experience in creating a production grade data lake and data warehouse solution for an analytics platform
9
Responsibilities For Lead Data Engineer, Payformance Solutions Resume
- Experience in information modeling
- Experience in working with cloud environments such as Microsoft Azure and AWS
- Experience in working with external partners as well as technology vendors
- Relevant work experience in data analysis or related field (e.g., as a statistician / mathematician / software / data scientist),
- Work experience
- Experience as a Data Integration Expert
- Experience of both batch and real time
10
Responsibilities For Shopstyle Lead Data Engineer Resume
- Extensive experience with databases and data architecture
- Progressively complex related experience
- Hands on experience with Amazon Web Services (AWS) based solutions such as RDS, Lambda, Dynamodb, Snowflake and S3
- Experience with the Elastic Stack such as ElasticSearch, Logstash, Kibana
- Experiences of Information Security principles and best practices
- Experience as Technical Lead
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