OPEN JOB POSITIONS


Deep Learning Analytics, now part of General Dynamics Mission Systems, is searching for individuals to join our growing company. If you have experience with machine learning or deep learning, and are an innovative thinker who can bring new perspectives to our team, send us your resume.

Tell Us About Yourself!

Deep Learning Analytics is an equal opportunity employer. We value diversity and do not discriminate on the basis of race, religion, national origin, gender identity, sexual orientation, age, marital status, veteran status, or disability status. 

JOB OPENING

 
 

Data Scientist Support Engineer

Location - Arlington VA (Rosslyn)

Salary Range - Commensurable with experience

Posted Date - February 18, 2018 

Deep Learning Analytics is searching for a Data Scientist Support Engineer to work in our Rosslyn, VA location. If you have experience with machine learning or deep learning, and are an innovative thinker who can bring new perspectives to our team, send us your resume.

What you will be doing

As a software support engineer you will work with a team of innovative data scientists on a state-of-the-art deep learning project. As a support engineer, you will: 

  • Assist data scientists in the development of machine learning and deep learning algorithms

  • Support closed-space experimental results generation, optimization and analyses 

  • Assignments vary by task and may require you to:

    • Wrangle data (observed samples and labels) for use in machine learning algorithms

    • Comply with a govt-defined ICD for inputs (data) and outputs (performance metrics and object recognition specification)

    • Optimize deep architectures for performance, and implement systems to formalize and support such optimization

    • Develop machine learning systems to perform supervised and unsupervised learning

    • Develop a proficiency with deep learning algorithms, design considerations, and methods to overcome their limitations or constraints due to hardware or data

    • Export deep architectures onto a small SWAP hardware platform (such as an FPGA or GPU SoC systems)

    • Supporting and enhancing any of the above in the context of the project.

  • ​Comply with all government compliance requirements, including security protocols, time charging, and ethics, among others

Technical Skills  

  • Machine learning and deep learning in CUDA and Python (including scikit-learn, Caffe, TensorFlow, Torch7, cuDNN, etc.)

  • DevOps, including machine provisioning (a la vagrant, puppet, etc.)

  • Familiarity with the Linux command line (bash scripting)

  • Experience working with large, complex image datasets

  • Version control systems (git, etc.)

  • NOSQL Database design (MongoDB, e.g.)

  • Communication of complex technical material (powerpoint, word, etc.)

  • QA and some testing procedures using nose

 

Experience Required

Level II positions require 1 years experience in software engineering, computer science, or other applicable STEM field, preferably including experience with machine learning in a team context.

 

Level III positions require 3 years experience in software engineering, computer science, or other applicable STEM field, preferably including experience with machine learning in a team context.

Experience Desired

  • Remote pair programming

  • Machine learning and relevant published research work

  • Deep learning projects

  • Git experience

Education 

An engineering or computer science degree, or other degree in an applicable STEM field is required for this position.

Clearance Requirements

This job requires candidate have an active Secret security clearance to support classified processing.​

Tell Us About Yourself!

Deep Learning Analytics is an equal opportunity employer. We value diversity and do not discriminate on the basis of race, religion, national origin, gender identity, sexual orientation, age, marital status, veteran status, or disability status. 

JOB OPENING

 

Software Engineer 

Location - Arlington VA (Rosslyn)

Salary Range - Commensurable with experience

Posted Date - February 15, 2018

 ​

Deep Learning Analytics is searching for a Software Engineer to work in our Rosslyn, VA location. If you have experience with machine learning and software development, send us your resume.

What you will be doing

As a software engineer you will work with a team of innovative data scientists on a state-of-the-art deep learning project. You will also work on small business innovative research projects under the direction of a senior engineer or principle investigator.  Your job responsibilities will include: 

  • Assist data scientists in the development of machine learning and deep learning algorithms

  • Support closed-space experimental results generation, optimization and analyses

  • Assignments vary by task and may require you to:

    • Wrangle data (observed samples and labels) for use in machine learning algorithms

    • Wrangle and manipulate CAD models, such as common 3D vertex-face surface representations

    • Comply with a govt-defined ICD for inputs (data) and outputs (performance metrics and object recognition specification)

    • Develop machine learning systems to perform supervised and unsupervised learning

    • Develop a proficiency with deep learning algorithms, design considerations, and methods to overcome their limitations or constraints due to hardware or data

    • Export deep architectures onto a small SWAP hardware platform (such as an FPGA or GPU SoC systems)

    • Optimize deep architectures for performance, and implement systems to formalize and support such optimization

    • Supporting and enhancing any of the above in the context of the current project

  • Comply with all government compliance requirements, including security protocols, time charging, and ethics, among others

Technical Skills  

  • Communication of complex technical material (powerpoint, word, etc.)

  • Machine learning and deep learning in CUDA and Python (including scikit-learn, Caffe, TensorFlow, Torch7, cuDNN, etc.)

  • DevOps, including machine provisioning (a la vagrant, puppet, etc.)

  • Familiarity with the Linux command line (bash scripting)

  • Experience working with large, complex image datasets

  • Version control systems (git, etc.)

  • NOSQL Database design (MongoDB, e.g.)

  • QA and some testing procedures 

 

Experience Required

Software Engineer level II - at least 1-3 year experience in software engineering, computer science, or other applicable STEM field.

Software Engineer level II - at least 3-5 years experience in software engineering, computer science, or other applicable STEM field, preferably including experience with complex CAD modeling and software tools.

Experience Desired

  • Remote pair programming

  • Machine learning and relevant published research work

  • Deep learning projects

  • Git experience

Education 

An engineering or computer science degree, or other degree in an applicable STEM field is required for this position.

Clearance Requirements

This job requires candidates have an active Secret security clearance to support classified processing.​

Tell Us About Yourself!

Deep Learning Analytics is an equal opportunity employer. We value diversity and do not discriminate on the basis of race, religion, national origin, gender identity, sexual orientation, age, marital status, veteran status, or disability status. 

INTERESTED IN WORKING FOR US?

We would love to hear from you. Reach out today.

CONTACT

 

If your organization has data but doesn’t have the data science or machine learning expertise in house to extract all the value in it, get in touch with us. Machine learning and data science is what we do.

4601 N Fairfax Drive, Ste 1200

Arlington, VA, 22203

Main (571) 969-5638

Job Inquiries (202) 643-1882

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