Research Fellow (Lains)

POSITION SUMMARY:

Proposes, designs and undertakes mentored, innovative projects or challenges to develop new machine learning software for retinal imaging. Designs and performs analyses of produced data and presents the outcomes.

ESSENTIAL FUNCTIONS:

• Read, analyze and summarize published literature
• Undertake relevant coursework if required by mentors
• Attend relevant meetings
• Meet regularly with mentors to review project progress and milestones
• Plan and deliver a seminar on the project
• Design and execute development of machine learning software and model training
• Complete Machine Learning analyses, data analysis and data presentation
• Take administrative (inventory, purchasing, etc. ) responsibilities in the lab when necessary
• Write a final report and submit manuscripts to a peer-reviewed journal describing the projects and results

EDUCATION AND EXPERIENCE:

Doctoral degree (MD or PhD) with more than 1 year experience in research, with background in computer vision, image processing, biomedical engineering, bioinformatics, visual science and ophthalmology.

Strong programming skills (e.g., C++, Python, R, MATLAB) and in-depth understanding of statistics and machine learning. Linux cluster experience is a plus.

Proven publication track record.

WORKING CONDITIONS:

Lab setting.

POSITION SUMMARY:

Proposes, designs and undertakes mentored, innovative projects or challenges to develop new machine learning software for retinal imaging. Designs and performs analyses of produced data and presents the outcomes.

ESSENTIAL FUNCTIONS:

• Read, analyze and summarize published literature
• Undertake relevant coursework if required by mentors
• Attend relevant meetings
• Meet regularly with mentors to review project progress and milestones
• Plan and deliver a seminar on the project
• Design and execute development of machine learning software and model training
• Complete Machine Learning analyses, data analysis and data presentation
• Take administrative (inventory, purchasing, etc. ) responsibilities in the lab when necessary
• Write a final report and submit manuscripts to a peer-reviewed journal describing the projects and results

EDUCATION AND EXPERIENCE:

Doctoral degree (MD or PhD) with more than 1 year experience in research, with background in computer vision, image processing, biomedical engineering, bioinformatics, visual science and ophthalmology.

Strong programming skills (e.g., C++, Python, R, MATLAB) and in-depth understanding of statistics and machine learning. Linux cluster experience is a plus.

Proven publication track record.

WORKING CONDITIONS:

Lab setting.

PHYSICAL REQUIREMENTS:

Possible lifting of 10 to 20 lbs., depending on nature of chosen project(s).

HIPAA Privacy Training and Sanctions

All employees who have access to health information whose confidentiality is protected by the HIPAA Privacy Rule are required by the Rule to receive training so that they have an understanding and knowledge of the Privacy Rule that corresponds to their job responsibilities and of the group health plan's policies and procedures that impact on their job duties. Training on the requirements of the HIPAA Privacy Rule and the plan's health information policies and procedures under the direction of the institution's privacy officer is a pre-requisite for this position.

Employees who violate the requirements of the HIPAA Privacy Rule will be subject to discipline, up to and including termination.

This description is intended to indicate essential tasks and levels of work difficulty that will be required of positions that will be given this title. It is not intended to limit or in any way modify the right of supervisors to assign, direct, or control the work of staff members under their supervision. The use of a particular expression or illustration describing duties shall not be held to exclude other duties not mentioned but that are of similar kind or level of difficulty.