
Bigdata Engineer
DisysOakBrook · Tampa, FL, United States
All reasons
- Open 2837 days
In its favour
- Still listed on the employer's own board
Position Details
Job Title: Bigdata Engineer
Location: Tampa, FL
Duration: 12+ Months Contract to hire
Job Responsibilities
Principal Responsibilities
- Design interfaces to the data warehouses/data storages and machine learning/Big Data
- applications using open source tools such as Scala, Java, Python, Perl and shell scripting.
- Design and create data pipelines to maintain stable dataflow to the machine learning models –
- both in batch mode and near real-time mode.
- Interface with Engineering/Operations/System Admin/Data Scientist teams to ensure data
- pipelines and processes fit within the production framework.
- Ensure that tools and environments adhere to strict security protocols.
- Deploy the machine learning model and serve its outputs as RESTful API calls.
- Understand the business needs in close collaborations with subject matter experts (SMEs)
- and Data Scientists to do efficient feature engineering for machine learning models.
- Maintain the code and libraries in code repository.
- Work with system administration team to proactively resolve issues/install tools and libraries
- on the AWS platform.
- Research and come up with architecture and solutions most appropriate for problems at hand.
- Maintain and improve tools to assist Analytics in ETL, retrospective testing, efficiency,
- repeatability, and R&D.
- Lead by example regarding software best practices, including code style and architecture,
- documentation, source control, and testing.
- Support the Chief Data Scientist/Data Scientists/Big Data Engineers in creating new and novel
- approaches to solve challenging problems using Machine Learning, Big Data and Cloud
- technologies.
- Handle ADHOC requirements to create reports for the end users.
Required Skills
- Strong skills with Apache Spark (Spark SQL) and SCALA with at least 2+ years of experience.
- Understanding of AWS Big Data components and tools.
- Strong Java skills with experience in web services and web development is required.
- Hands on experience with model deployment.
- Hands on experience in application deployment on Docker and/or Kubernetes or other similar technology.
- Linux scripting is a plus.
- Fundamental understanding of AWS cloud components.
- 2+ years of experience in data ingesting, cleansing/processing, storing and querying large datasets
- 2+ years of experience in engineering large-scale data solutions with Java/Tomcat/ SQL/Linux
- Experience working in a data intensive role including the extraction of data (db/web/api/etc.), transformation and loading (ETL)
- Exposure with structured and/or unstructured data contents
- Experience with data cleansing/preparation on Hadoop/Apache Spark Ecosystem – MapReduce/Hive/HBase/Spark SQL
- Experience with distributed streaming tools like Apache KAFKA.
- Experience with multiple file formats (Parquet, Avro, OCR)
- Knowledge in AGILE development cycle.
- Efficient coding skills to enhance the performance/cost savings of the job running on AWS platform.
- Experience in building stable, scalable, and high-speed live streams of data and serving web platforms
- Enthusiastic self-starter with ability to work in a team environment.
- Graduate (MS) or Undergraduate degree in Computer Science/ Engineering/relevant field
Nice to have
- Strong Software development experience
- Machine Learning model deployment experience
- Ability to write custom Map/Reduce programs to clean/prepare complex data
- Familiarity with Streaming data processing - Experience with distributed real time computation system like Apache STORM/Apache Spark Streaming.
All your information will be kept confidential according to EEO guidelines.
Skills
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