Computer Vision Applied Machine Learning Engineer

JOB SUMMARY:

The research team at ECRS is looking for a talented, experienced individual who

is fearless in tackling real world problems with efficient, practical Machine

Learning (ML) solutions and demonstrate excellence in computer vision.

RESPONSIBILITIES:

* Research, design, develop and train new machine learning models or adapt and

apply existing models and applications.

* Design or develop software systems using design and functional

specifications, scientific analysis, good software development practices, and

mathematical models.

* Write, update, and maintain computer applications and software packages to

handle specific jobs based on machine learning.

* Develop and direct software system testing and validation procedures.

* Review and modify existing software to correct errors, adapt to new hardware,

and upgrade interfaces and improve performance.

* Direct software programming and development of corresponding documentation.

REQUIRED QUALIFICATIONS:

* Advanced degree in Computer Science, Statistics, Mathematics or similar, or a

comparable career in the industry with an exceptionally good record of

successful projects.

* Minimum 3-5 years of industry experience in computer vision delivering

successful solutions.

* Good understanding of machine learning, statistics, and mathematics.

* Experience and exceptionally good proficiency in Python and Java, or C/C++.

* Proficient knowledge and experience with image classification, detection,

tracking, etc.

* Proficiency in image/video processing and computer vision tools.

* Proficiency in machine learning tools and frameworks such as PyTorch,

TensorFlow or similar.

* Experience working with edge devices.

* Experience with modern deep learning techniques in CV including convolutional

networks, residual networks, attentional models, etc.

* Familiarity with machine learning workflow.

* Familiarity with cloud-based machine learning platforms.

* Experience in software testing and debugging including the use of automated

testing processes.

* Familiarity with relational databases.

* Familiarity with SQL.

* Basic understanding of a retail environment & operations.

* Strong written and verbal communication skills.

PREFERRED QUALIFICATIONS:

* Experience with deep learning infrastructure is a plus.

* Experience with NLP is a plus.

* Proficiency in statistical analysis is a plus.

* Experience with parallel computing technologies or distributed computing

techniques is a plus.

ALL APPLICANTS MUST BE AUTHORIZED TO WORK IN THE UNITED STATES.

ABOUT ECRS:

ECRS is a fast-paced, progressive technology company with a wide range of

opportunities for quality-oriented, career-minded individuals. Geographically

situated in the heart of the Blue Ridge Mountains, ECRS offers the unique

opportunity of a high-tech career in a resort college town setting. The ECRS

family is made up of energetic, outgoing professionals who love what they do for

a living. They are courteous, knowledgeable people who strive for excellence in

everything they do. ECRS employees work together in dynamic teams to create,

sell, install, and support our best-in-class retail automation solutions.

We believe that acceptance of diversity is a key reason as to why we're

successful. All qualified applicants who can demonstrate integrity and

competence will receive consideration for employment and advancement without

regard to race, color, religion, gender, sexual orientation, disability, age,

political affiliation, or national origin.