Sr Data Analytics Engineer

Forum Energy Technologies Houston , TX 77020

Posted 6 months ago

Summary:

The Sr. Analytics engineer is responsible for delivery of software modeling and data science solutions. This role will lead the design, development and operationalization of state-of-the-art machine learning based solutions. Assist or conduct problem studies leading to recommendations for upgrading/improving existing equipment in field or lab environment. Performs product-testing functions in a test lab facility and/or field location.

Job Duties/Responsibilities

  • Serve as chief architect for data analytics and machine learning

  • Perform architecture design and implementation of IoT and Big Data

  • Develop highly scalable and extensible Big Data platforms which enable collection, storage, modeling, and analysis of massive data sets including those from IoT and streaming data

  • Effectively communicate complex technical concepts to non-technical business and executive leaders

  • Assist with scoping, pricing, architecting, and selling large project engagements

  • Responsibility for coordinating engineering work assignments and making recommendations on technical application developed by other professional personnel or consultants.

  • Provides guidance and training to less experienced staff.

  • As a specialist, conducts special, complex and advanced level studies

Job Requirements

Skills/Knowledge

  • Advanced expertise in data analytics and machine learning

  • Experience in Matlab Simulink

  • Experience in physics modeling

  • Demonstrated experience of architecting and implementing IoT architecture and analytical systems in various project scenarios

  • Hands-on experience with cloud platform technologies: Microsoft Azure IoT / Analytics Suite

  • Streaming data tools and techniques such as Kafka, Azure Streaming Analytics, AWS Kinesis

  • Experience with cloud gateways, queues, messaging hubs such as Azure Event Hub, Azure IoT Hub, MQTT, XMPP, CoAP

  • Engineering and/or software development experience and demonstrable architecture experience at enterprise scale

  • Prior technology consulting experience desired

  • Experience in architecture and implementation of large and highly complex projects

  • History of working successfully with cross-functional engineering teams

  • Experience with Big Data platforms e.g. Azure DW, SQL PDW, Cloudera, Hortonworks

  • Visualization experience: PowerBI, Tableau

  • Big Data Analytic frameworks and query tools such as: HDINsight, Spark, Storm, Hive, Impala

  • ETL (Extract-Transform-Load) tools such as Microscoft SSIS, Azure Data Factory, Pentaho PDI or Talend or Informatica; also experience with ELT

  • Continuous delivery and deployment using Agile Methodologies.

  • Data Warehouse and DataMart design and implementation

  • NoSQL environments such as Cosmos, MongoDB, Cassandra & Blob Storage

  • Data modeling of relational and dimensional databases

  • Metadata management, data lineage, data governance, especially as related to Big Data

  • Structured, Unstructured, Semi-Structured Data techniques and processes

  • Machine Learning (R, Scala, Python)

Education

Bachelor's degree in a technical field such as Computer Science, Mathematics, Physics, Engineering. Master's degree or higher preferred

Experience

  • 10+ years with engineering discipline

  • 5+ years with reliability analytics

  • FMECA / FMEA

  • Reliability, availability and maintainability (RAM) analysis

  • Life data analysis

  • Reliability predictions

Job Type

Part-time

Category

ENGINEERING

Education

Bachelor's Degree

Career Level

Experienced (Non-Manager)

Travel
20 - 30%


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Sr Data Analytics Engineer

Forum Energy Technologies