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Machine Learning Engineer

Location
Newport News, Virginia
Job Type
Permanent
Posted
8 Sep 2022
Our client in Newport News, VA is looking for a Direct Hire Machine Learning Engineer to develop and implement algorithms and related software to analyze and predict system / component health, machine performance, and application metrics for large mining haul trucks. This position requires relocation to Newport News, VA, and requires up to 20% travel nationally and internationally to customer sites, supplier sites, or regional proving grounds.

Client offers relocation assistance and a full benefits package
  • Develops real time and post processing algorithms and related software used to analyze machine data for failure prediction of electrical and mechanical equipment used on large mining haul trucks
  • Develops algorithms and related software used to analyze machine performance, efficiency, and application metrics
  • Analyzes machine process data sets using deep learning techniques to discover potential algorithms
  • Ensures software development process compliance to internal standards
  • Organizes software structure to ensure stable operating system
  • Creates documentation to describe software design
  • Interfaces with other groups (Mechanical, Electrical, Software, Hydraulic, etc.) to create specifications that outline software functions
  • Evaluates alternative software programming tools and languages
  • Work within a requirements management process and infrastructure
  • Works independently and as a team member with other engineers, designers, and production personnel or on ad hoc projects
  • Participates in Engineering Development Program
  • Ability to apply deep learning skills for developing neural networks, application of artificial intelligence (AI) and other techniques to derive algorithms
  • Ability to model and simulate systems to test algorithms for suitability
  • Knowledge of a broad set of algorithms and applied math
  • Knowledge of probability and statistics
  • Knowledge of Big Data techniques and tools
  • Knowledge of high level software languages (e.g. Java, C/C++, etc.)
  • Knowledge of scripting languages (e.g. MATLAB, Python, Bash, etc.)
  • Knowledge of simulation tools and model based design (e.g. Simulink)
  • Knowledge of unit testing and software validation techniques
  • Knowledge of application lifecycle management tools (e.g. DOORS, PTC Integrity, TFS)
  • Knowledge of source control systems (e.g. Git, Subversion)
  • Ability to work with software configuration management processes and workflows preferred but not required
  • Knowledge of software development standards/guidelines (e.g. CMMI) preferred but not required
  • Knowledge of heavy machinery or automotive preferred
  • Ability to write specifications that describe software function
  • Ability to read and interpret documents such as safety rules, operating and maintenance manuals, and procedure manuals, software specifications
  • Knowledge of Agile and Waterfall software development lifecycles and V-model methodology and their required workflows and tools
Education and Experience
  • A Master of Science Degree or Master of Engineering Degree (M.S. / M.E. in Computer Science, Computer Engineering or similar) is preferred, or a Bachelor of Science Degree (B.S. in Computer Science, Computer Engineering or similar).
Additional Requirements:
  • Is expected to travel nationally and internationally up to 20% to customer sites, supplier sites, or regional proving grounds.
  • Ability to complete and maintain mine certifications or safety training such as Mine Safety and Health Administration (MSHA) hazard training.
  • Ability to obtain and maintain drivers license and passport.
of Openings: 1 External Company Name: Electronic Systems, Inc.

External Company URL:

Street: 4100 Chestnut Ave.

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Details

  • Job Reference: 707281752-2
  • Date Posted: 8 September 2022
  • Recruiter: Electronic Systems, Inc.
  • Location: Newport News, Virginia
  • Salary: On Application
  • Sector: Manufacturing Operations
  • Job Type: Permanent