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Deep Learning Engineer

Skills

Job Description

Job purpose / summary

Develop systems that can efficiently transfer data and implement complex code to direct the machine to operate according to project. This role will mentor the team on technical issues, tools, and processes as necessary and will collaborate with team members to develop deep learning models. This role focuses on creating deep learning algorithms for autonomous systems, home sensing, and robotics to develop artificial intelligent machines and systems that can learn and apply knowledge.

Duties and responsibilities

The ideal candidate will be responsible for:

  • Providing full design, planning, configuration, documentation, deployment and top-level support
  • Developing computer vision, visual geometry and deep learning algorithms
  • Performing additional development around related technologies
  • Providing accurate estimates with regards to work and working to a schedule

Competencies

The following basic application of the following KSAs are relevant:

  • Implementing deep learning models for estimating depth, positioning, motion, etc.
  • Maintaining a high level of awareness of the industry and trends
  • Applying various signal processing techniques
  • Building iterative learning models in the cloud
  • Applying structured problem-solving analysis techniques utilizing engineering principles and practices
  • Owning the Software QA process, including developing, implementing and maintaining test plans, test scenarios and test cases
  • Providing detailed information on the automation system design and operation
  • Understanding technical test challenges and design feasible solutions to address them
  • A strong technical background
  • Understanding and developing models that help achieve business objectives
  • Using an analytical, data-driven approach to drive a deep understanding of businesses processes
  • System Development
  • Management Skills
  • Product Development
  • Data Science
  • High Performance Computing
  • Web Development
  • Natural Language Processing
  • Algorithm Development
  • Creative Problem Solving
  • Computer Vision
  • Software Design
  • Data Structures
  • Software Integration

Tools and Technology

  • Web-based services
  • Amazon Web Services
  • Machine learning frameworks
  • Objective C
  • Microsoft Excel
  • End System
  • Regular Expressions
  • Neural Networks

Reporting relationship

To be completed by the user of this job description as appropriate

Direct reports (if appropriate)

To be completed by the user of this job description as appropriate

Qualifications

Education

To be completed by the user of this job description as appropriate

Certifications

To be completed by the user of this job description as appropriate

Other relevant qualifications

To be completed by the user of this job description as appropriate

Key Attributes

To be completed by the user of this job description as appropriate

Experience

To be completed by the user of this job description as appropriate

Working conditions (if required)

If the job requires a person to work in special working conditions this should be stated in the job description. Special working conditions cover a range of circumstances from regular evening and weekend work, shift work, working outdoors, working with challenging clients, and so forth.

Physical requirements (if appropriate)

If the job is physically demanding, this should be stated in the job description. A physically demanding job is one where the incumbent is required to stand for extended periods of time, lift heavy objects on a regular basis, do repetitive tasks with few breaks, and so forth.