image processing engineer

Apple

<p>In the Camera Imaging Algorithms team in the Camera &amp; Photos organization, we are looking for passionate, self-driven computational photography/computer vision machine learning engineers who enjoy both innovating down to the details and collaborating with broader cross-functional teams to bring exciting new imaging technology to our Apple products. We have worked on many core algorithms in the Apple camera imaging pipeline like Deep Fusion, Photonic Engine, SmartHDR, and Panorama. In this role, you will research and develop novel machine learning techniques for various image restoration and image fusion applications and contribute to shipping the most popular camera in the world.<br>
<br>
<b>Description</b><br>
<br>
As a machine learning engineer on our team, you will contribute to algorithm design and implementation. You will develop and train deep learning models and collaborate with cross-functional teams like camera hardware, firmware, GPU, and image quality teams to bring your innovative ideas to product. We are seeking a creative and inquisitive engineer who can leverage their knowledge of classical computer vision and computational photography techniques to build deep learning models that help us design the next generation Apple camera imaging pipeline.<br>
<br>
<b>Preferred Qualifications</b><br>
<br>
Excellent verbal and written communication skills<br>
<br>
Creativity and curiosity for solving complex problems<br>
<br>
<b>Minimum Qualifications</b><br>
<br>
Strong coding skills in Python; experience in C/C++ a big plus<br>
<br>
Demonstrated ability in developing machine learning algorithms for computational photography/computer vision and image processing problems<br>
<br>
Extensive knowledge in camera processing pipeline, classical computer vision, and classical computational photography techniques<br>
<br>
Experience with deep learning techniques for image restoration and image fusion applications (denoising/demosaicing/super-resolution), and experience with deep learning frameworks like PyTorch or TensorFlow<br>
<br>
MS/PhD in Computer Vision, Machine Learning, Computer Science, Electrical Engineering or related fields<br>
<br>
Apple is an equal opportunity employer that is committed to inclusion and diversity. We seek to promote equal opportunity for all applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or other legally protected characteristics. Learn more about your EEO rights as an applicant .<br>
<br>
<b>Pay &amp; Benefits</b><br>
<br>
At Apple, base pay is one part of our total compensation package and is determined within a range. This provides the opportunity to progress as you grow and develop within a role. The base pay range for this role is between $147,400 and $272,100, and your base pay will depend on your skills, qualifications, experience, and location.<br>
<br>
Apple employees also have the opportunity to become an Apple shareholder through participation in Apple's discretionary employee stock programs. Apple employees are eligible for discretionary restricted stock unit awards, and can purchase Apple stock at a discount if voluntarily participating in Apple's Employee Stock Purchase Plan. You'll also receive benefits including: Comprehensive medical and dental coverage, retirement benefits, a range of discounted products and free services, and for formal education related to advancing your career at Apple, reimbursement for certain educational expenses - including tuition. Additionally, this role might be eligible for discretionary bonuses or commission payments as well as relocation. Learn more about Apple Benefits.<br>
<br>
Note: Apple benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program.</p>

Computational Photography/Computer Vision Machine Learning Engineer

Everwatch

<div>Job Title: GEOINT Processing Engineer Overview:
<div>
EverWatch is a government solutions company providing advanced defense, intelligence, and deployed support to our country&rsquo;s most critical missions. We are a full-service government solutions company. Harnessing the most advanced technology and solutions, we strengthen defenses and control environments to preserve continuity and ensure mission success.</div><div></div><div><br>
EverWatch employees are focused on tackling the most difficult challenges of the US Government. We offer the best salaries and benefits packages in our industry - to identify and retain the top talent in support of our critical mission objectives.</div><div></div><div><br>
Commitment to Non-Discrimination:</div><div>
All qualified applicants will receive consideration for employment without regard to disability, status as a protected veteran or any other status protected by applicable federal, state, local, or international law.</div>
Responsibilities:
<div>
Are you looking for an opportunity to combine your technical skills with big picture thinking to make an impact in the national security space? You understand your customer&rsquo;s environment and how to develop the right systems for their mission. Your ability to translate real-world needs into technical specifications makes you an integral part of delivering a customer-focused engineering solution.</div><div></div><div><br>
You&rsquo;ll analyze the design and development of geospatial solutions and product specifications. You&rsquo;ll research, design, develop, and verify image collection systems and processing and dissemination computer algorithms. You&rsquo;ll develop requirements analysis and sub-system architectures and integrate new image processing technology systems. You&rsquo;ll analyze the design and development of systems and algorithms for the extraction of information from sensors. As a systems engineer on our team, you have the chance to shape mission outcomes. Your customer will trust you to not only design and develop these systems, but also evolve them with advanced technology solutions.</div><div></div><div><br>
Join us. The world can't wait.</div>
Qualifications:
<div><b>
You Have:</b></div><ul><li><div>
Experience providing direct support to GEOINT missions</div></li><li><div>
Experience with collection management, mission management, or GEOINT operational environments</div></li><li><div>
Ability to develop solutions and processes across multiple systems that ensure activities are accomplished in a manner to achieve mission objectives</div></li><li><div>
Ability to display ingenuity, resourcefulness, and application of highly advanced technologies, scientific principles, theories, and concepts</div></li><li><div>
Ability to leverage existing applications or methods and provide input into the development of new applications that improve products or methods</div></li><li><div>
TS/SCI clearance with a polygraph</div></li><li><div>
HS diploma or GED</div></li></ul><div></div><div><b><br>
Nice If You Have:</b></div><ul><li><div>
Experience with GEOINT product quality processes and technologies</div></li><li><div>
Experience with product quality techniques</div></li><li><div>
Experience with supporting real-time missions and responding flexibly and dynamically to ad hoc support requests</div></li><li><div>
Experience with the intelligence cycle</div></li><li><div>
Knowledge of DoD or IC architectures and collection capabilities</div></li><li><div>
Knowledge of intelligence authorities and programs and the principles of intelligence oversight</div></li><li><div>
Knowledge of IC and DoD missions and organizations and priority intelligence requirements</div></li><li><div>
Possession of excellent interpersonal skills to interact and engage with all levels of customer and mission partners</div></li><li><div>
Bachelor's degree</div></li></ul><div></div><div><b><br>
Clearance:</b></div><div>
Applicants selected will be subject to a security investigation and may need to meet eligibility requirements for access to classified information; TS/SCI clearance with polygraph is required.</div><div></div><div><br>
Compensation at EverWatch is determined by various factors, including but not limited to location, the individual&rsquo;s particular combination of education, knowledge, skills, competencies, and experience, as well as contract-specific affordability and organizational requirements. The projected compensation range for this position is $43.27 to $48.08 per hour. The estimate displayed represents the typical compensation range for this position and is just one component of EverWatch&rsquo;s total compensation package for employees.</div><br>
<p></p>
Clearance Level: TS/SCI CIP Job Locations: US-VA-Ft. Belvoir Skills: GEOINT</div>

GEOINT Processing Engineer

<p>Imagine the impact you can make. A billion users will use the technologies you helped craft almost daily. At Apple, you will have the opportunity to work on products that are always leaders in the industry and occasionally, change the world! The Video Engineering group at Apple is responsible for creating the image/video core technologies used in almost all Apple products and services. In this role, you will develop embedded software for image and video compression/processing, implementing features for applications such as the iPhone/iPad Camera capture, Live Photo, AirPlay, FaceTime, Cinematic Mode, iMovie and many more on a vast variety of devices. As an embedded software engineer, you will work on the video/image subsystem, including new video compression/processing feature development, and performance and power optimizations. The applicant will be an extraordinary teammate and have a consistent track record of development for large volume product shipment.<br>
<br>
<b>Description</b><br>
<br>
You will focus on bringing up new hardware platforms as well as working on the roadmap for future projects. You will help develop embedded software features in collaboration with multiple teams and fix related bugs. You will also work on prototyping features for future products and design, improve and maintain the software infrastructure across multiple platforms as well as write and enhance new testing tools. Multi-functional collaboration and strong team spirit is key to this role.<br>
<br>
<b>Preferred Qualifications</b><br>
<br>
Knowledge of image or video processing technologies.<br>
<br>
Internship or direct related experience in embedded software development.<br>
<br>
Experience working with hardware technical reference manuals and translating requirements from them into software design.<br>
<br>
<b>Minimum Qualifications</b><br>
<br>
Minimum requirement of a Bachelors degree.<br>
<br>
Proficiency in C and C++ programming.<br>
<br>
Strong software design, problem-solving and debugging skills with a focus on efficient and reliable solutions.<br>
<br>
Experience in embedded real time multitasking software system.<br>
<br>
Strong communication and interpersonal skills.<br>
<br>
Apple is an equal opportunity employer that is committed to inclusion and diversity. We seek to promote equal opportunity for all applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or other legally protected characteristics. Learn more about your EEO rights as an applicant .<br>
<br>
<b>Pay &amp; Benefits</b><br>
<br>
At Apple, base pay is one part of our total compensation package and is determined within a range. This provides the opportunity to progress as you grow and develop within a role. The base pay range for this role is between $126,800 and $190,900, and your base pay will depend on your skills, qualifications, experience, and location.<br>
<br>
Apple employees also have the opportunity to become an Apple shareholder through participation in Apple's discretionary employee stock programs. Apple employees are eligible for discretionary restricted stock unit awards, and can purchase Apple stock at a discount if voluntarily participating in Apple's Employee Stock Purchase Plan. You'll also receive benefits including: Comprehensive medical and dental coverage, retirement benefits, a range of discounted products and free services, and for formal education related to advancing your career at Apple, reimbursement for certain educational expenses - including tuition. Additionally, this role might be eligible for discretionary bonuses or commission payments as well as relocation. Learn more about Apple Benefits.<br>
<br>
Note: Apple benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program.</p>

Embedded Systems Video Engineer

The Home Depot

<div><div><b>Position Purpose:</b><p>
We are in search of Entry Level Systems Engineers to join our dynamic team of engineers and assist in developing, maintaining and supporting The Home Depot's technical infrastructure of hardware and system software. You'll be part of a dynamic team that helps support millions of customers and associates, and powers our $130B business. This team creates, deploys and supports the production infrastructure, while helping each other grow their technical and leadership skills. As a Systems Engineer, you will be part of a dynamic team with engineers of all experience levels who help each other build and grow technical and leadership skills while creating, deploying, and supporting production infrastructure.</p><b><br>
Key Responsibilities:</b><ul><li>
30% Delivery &amp; Execution - Performs configuration, debugging, and support for information technology solutions; Performs field and corporate roll-outs of technology; Performs the stand up the necessary system software, hardware, and equipment (physical or virtual) to meet changing infrastructure needs; Executes basic project planning and reporting; Performs test suites (functional, destructive, etc) to enable successful rapid deployment of infrastructure as code to production</li><li>
10% Learning - Keeps abreast of innovations and industry trends as well as changes to internal systems and determines how they impact tools, training, and support necessary to keep systems up, running, and secure; Participates in and contributes to learning activities around modern systems engineering core practices (communities of practice); Proactively views articles, tutorials, and videos to learn about new technologies and best practices being used within other technology organizations</li><li>
10% Planning &amp; Analysis - Uses critical thinking to approach problems and create solutions; Collaborates with senior leaders on assignments; Determines opportunities for improvement based on volume of tickets and contributes stories for the remediation</li><li>
50% Support &amp; Enablement - Collaborates with product and project teams to understand needs and enable them with infrastructure; Leverages tooling and custom applications to monitor the operational status of applications, infrastructure, networks, databases, and security; optimizes and tunes performance as appropriate; Performs root cause analysis, debugging, support, and post-mortem analysis for security incidents and service interruptions; Maintains, upgrades, and supports existing systems and infrastructure to ensure operational stability; Opens and manages vendor problem tickets to resolution; Produces in-house documentation around solutions; Monitors tools and proactively helps teams struggling with systems issues and informs senior engineers of negative trends; Provides application support for software running in production; Supports the creation of scripts and tools that that drive automation and enable product teams and end users to move towards self service</li></ul><br>
<b>
Direct Manager/Direct Reports:</b><ul><li>
This position typically reports to Systems Engineer Manager or Sr Manager</li><li>
This position has 0 Direct Reports</li></ul><br>
<b>
Travel Requirements:</b><ul><li>
No travel required.</li></ul><br>
<b>
Physical Requirements:</b><ul><li>
Most of the time is spent sitting in a comfortable position and there is frequent opportunity to move about. On rare occasions there may be a need to move or lift light articles.</li></ul><br>
<b>
Working Conditions:</b><ul><li>
Located in a comfortable indoor area. Any unpleasant conditions would be infrequent and not objectionable.
</li></ul><br>
<b>Minimum Qualifications:</b><ul><li>
Must be eighteen years of age or older.</li><li>
Must be legally permitted to work in the United States.</li></ul><br>
<b>
Preferred Qualifications:</b><ul><li>
0-1 years of relevant work experience</li><li>
Professional or educational experience as an Information Technology Engineer</li><li>
Interest in working as part of a collaborative, cross-functional, modern engineering team</li><li>
Experience with basic infrastructure, network, database, or security troubleshooting and remediation</li><li>
Experience installing and upgrading applications or databases</li><li>
Experience monitoring the operational status and performance of systems, networks, or databases</li><li>
Knowledge of basic operating system commands and utilities as well as scripting</li><li>
Exposure to agile processes
</li><li>Exposure to cloud platforms such as GCP and Azure</li><li>
Experience supporting a retail or 24x7 operation</li><li>
Exposure to version control systems</li><li>
Exposure to a CI/CD toolchain</li><li>
Exposure to production system designs including Infrastructure as Code, High Availability, and Performance monitoring</li></ul><br>
<b>
Minimum Education:</b><ul><li>
The knowledge, skills and abilities typically acquired through the completion of a bachelor's degree program or equivalent degree in a field of study related to the job.</li></ul><br>
<b>
Preferred Education:</b><ul><li>
No additional education</li></ul><br>
<b>
Minimum Years of Work Experience:</b><ul><li>
1</li></ul><br>
<b>
Preferred Years of Work Experience:</b><ul><li>
No additional years of experience</li></ul><br>
<b>
Minimum Leadership Experience:</b><ul><li>
None</li></ul><br>
<b>
Preferred Leadership Experience:</b><ul><li>
None</li></ul><br>
<b>
Certifications:</b><ul><li>
None</li></ul><br>
<b>
Competencies:</b><ul><li>
Global Perspective</li><li>
Manages Ambiguity</li><li>
Nimble Learning</li><li>
Self-Development</li><li>
Collaborates</li><li>
Cultivates Innovation</li><li>
Situational Adaptability</li><li>
Communicates Effectively</li><li>
Drives Results</li><li>
Interpersonal Savvy</li></ul></div><p><br>
Apply End Date: 05/11/2026</p></div>

Systems Engineer, Image Engineer

TRIMEDX

<div><div>If you are wondering what makes TRIMEDX different, it's that all of our associates share in a common purpose of serving clients, patients, communities, and each other with equal measures of care and performance.</div><ul><li>
Everyone is focused on serving the customer and we do that by collaborating and supporting each other</li><li>
Associates look forward to coming to work each day</li><li>
Every associate matters and makes a difference</li></ul><div></div><div>
It is truly a culture like no other &mdash; We hope you will join our team! Find out more about our company and culture <div>here</div>.</div><div></div><div>
Summary</div><div>
The Imaging Engineer II installs, inspects, troubleshoots, repairs, calibrates, and verifies the performance of complex medical imaging equipment including, but not limited to, general radiographic rooms, R/F, portables, C-arms, mammography, Nuclear Medicine, CR, DR, ultrasound, bone density, and all supporting equipment. This position is required to be familiar with many classes of clinical equipment and may perform maintenance on equipment outside these specialty areas. The Imaging Engineer ensures regulatory compliance, assists in inventory management, and may serve as an advisor to other TriMedx personnel on technical matters concerning specialty equipment. The individual demonstrates adherence to the TriMedx core values in all professional interactions by showing respect to all people, creating real value, initiating meaningful change, and exhibiting integrity.</div><div></div><div>
Responsibilities</div><div>
Technical Service &ndash; 40%</div><ul><li>
Perform performance assurance (PA) inspections, scheduled maintenance, and operation verification procedures (OVP) on complex medical imaging equipment</li><li>
Repair, install, and calibrate complex medical imaging equipment</li><li>
Inform supervisors of the status of repairs, scheduled inspections, unusual equipment situations, and any customer concerns</li><li>
Work with, direct, and document the activities of subcontractors, vendors, and outside service technicians to ensure proper service delivery</li><li>
Maintain Clinical Engineering expertise through ongoing training and education</li><li>
Assist with Service Operations Special Projects as assigned and contribute to the development of others through mentoring and sharing expertise</li></ul><div></div><div>
Regulatory Compliance &ndash; 25%</div><ul><li>
Ensure the accuracy and integrity of the equipment database to include the inventory, performance assurance (PA) schedules, nomenclature, and service history</li><li>
Adhere to the Medical Equipment Management Plan (MEMP), including all regulatory agency compliances and other applicable policies and procedures</li><li>
Responsible for ensuring all service and documentation is complete, timely, and accurate</li><li>
Work with Medical Physicist on accurate and aligned radiation outputs to ensure regulatory compliance and patient safety</li></ul><div></div><div>
Account Relationship Management &ndash; 25%</div><ul><li>
Build and maintain customer relationships</li><li>
Discuss equipment status and functionality with clinicians</li><li>
Adhere to the Mission, Vision, and Values of the organization(s) served.</li><li>
Provide a positive representation of TriMedx services by integrating the core values into job performance</li></ul><div></div><div>
Inventory &ndash; 10%</div><ul><li>
Perform periodic inspections of current inventory status and maintain common failure parts inventory to ensure equipment uptime</li><li>
Verify the completion of security analysis for new customer equipment</li><li>
Performs Incoming Inspections (II) to maintain a complete and accurate inventory of medical devices, including trial and evaluation, rental, and loaner equipment in addition to permanently assigned equipment inventory</li><li>
Maintain the accuracy and integrity of the equipment database to include inventory, performance assurance (PA) schedules, nomenclature, and service history</li><li>
Make recommendations regarding inventory</li></ul><div></div><div>
All other duties as assigned</div><div></div><div>
Skills and Experience</div><ul><li>
Minimum 3 years&rsquo; experience in the repair, maintenance, troubleshooting, and installation of medical imaging equipment</li><li>
Frequently required to reach, pull, and/or employ fine motor skills during the installation, servicing, and maintenance of medical equipment</li><li>
Frequently required to bend, crouch, kneel, climb, balance, or otherwise maneuver body while servicing and/or inspecting medical equipment</li><li>
Frequently required to operate tools/machinery that use hand and/or foot controls (e.g. drills, saws, electronic test equipment, etc.) when servicing medical equipment</li><li>
Frequently required to lift, carry, or otherwise move up to 50 lbs while working with medical equipment</li><li>
Valid drivers license required; variable travel requirements depending on primary site that may require use of personal vehicle</li></ul><div></div><div>
Education and Qualifications</div><ul><li>
2 year degree in a technical/electronics field or equivalent experience required. This requirement will be waived if the applicant has received the TRIMEDX Trained Certification or completed an equivalent biomedical related certification program.</li><li>
Complex computer skills including the ability to interpret error codes, defragment hard-drives, replace power supplies, and interpret computer codes required</li><li>
Knowledge of Microsoft Office (Excel) and networking applications required</li><li>
Ability to integrate information from a variety of sources</li><li>
Excellent interpersonal and customer service skills</li><li>
Strong written, verbal, and presentational communication skills</li><li>
Travel may be required based on customer or business needs</li></ul><div></div><div>
At TRIMEDX, we are committed to cultivating a workplace culture where every associate feels valued, supported, and empowered to thrive. This culture reflects our belief that our people are our foundation, their well-being is essential, and shared success is built through meaningful work, recognition, and opportunities for growth.</div><div></div><div><i>
We embrace people&rsquo;s differences which include age, race, color, ethnicity, gender, gender identity, sexual orientation, national origin, education, genetics, veteran status, disability, religion, beliefs, opinions and life experiences.</i></div><div></div><div>
Visit our <div>website</div> to view our Workplace Culture Commitment , along with our social channels to see what our team is up to: <div>Facebook</div>, <div>LinkedIn</div>, <div>Twitter</div>.</div><div></div><div><br>
TRIMEDX is an Equal Opportunity Employer. Drug-Free Workplace.</div><div><i>
Because we are committed to providing a safe and productive work environment, TRIMEDX is a drug-free workplace. Accordingly, Associates are prohibited from engaging in the unlawful manufacture, sale, distribution, dispensation, possession, or use of any controlled substance or marijuana, or otherwise being under the influence thereof, on all TRIMEDX and Customer property or during working/on-call hours.</i></div></div>

Imaging Engineer II

<div><div>If you are wondering what makes TRIMEDX different, it's that all of our associates share in a common purpose of serving clients, patients, communities, and each other with equal measures of care and performance.</div><ul><li>
Everyone is focused on serving the customer and we do that by collaborating and supporting each other</li><li>
Associates look forward to coming to work each day</li><li>
Every associate matters and makes a difference</li></ul><div></div><div>
It is truly a culture like no other &mdash; We hope you will join our team! Find out more about our company and culture <div>here</div>.</div><div></div><div>
Summmary</div><div>
The Imaging Engineer II installs, inspects, troubleshoots, repairs, calibrates, and verifies the performance of complex medical imaging equipment including, but not limited to, general radiographic rooms, R/F, portables, C-arms, mammography, Nuclear Medicine, CR, DR, ultrasound, bone density, and all supporting equipment. This position is required to be familiar with many classes of clinical equipment and may perform maintenance on equipment outside these specialty areas. The Imaging Engineer ensures regulatory compliance, assists in inventory management, and may serve as an advisor to other TriMedx personnel on technical matters concerning specialty equipment. The individual demonstrates adherence to the TriMedx core values in all professional interactions by showing respect to all people, creating real value, initiating meaningful change, and exhibiting integrity.</div><div></div><div>
Responsibilities</div><div>
Technical Service &ndash; 40%</div><div></div><ul><li>
Perform performance assurance (PA) inspections, scheduled maintenance, and operation verification procedures (OVP) on complex medical imaging equipment</li><li>
Repair, install, and calibrate complex medical imaging equipment</li><li>
Inform supervisors of the status of repairs, scheduled inspections, unusual equipment situations, and any customer concerns</li><li>
Work with, direct, and document the activities of subcontractors, vendors, and outside service technicians to ensure proper service delivery</li><li>
Maintain Clinical Engineering expertise through ongoing training and education</li><li>
Assist with Service Operations Special Projects as assigned and contribute to the development of others through mentoring and sharing expertise</li></ul><div></div><div>
Regulatory Compliance &ndash; 25%</div><ul><li>
Ensure the accuracy and integrity of the equipment database to include the inventory, performance assurance (PA) schedules, nomenclature, and service history</li><li>
Adhere to the Medical Equipment Management Plan (MEMP), including all regulatory agency compliances and other applicable policies and procedures</li><li>
Responsible for ensuring all service and documentation is complete, timely, and accurate</li><li>
Work with Medical Physicist on accurate and aligned radiation outputs to ensure regulatory compliance and patient safety</li></ul><div></div><div>
Account Relationship Management &ndash; 25%</div><ul><li>
Build and maintain customer relationships</li><li>
Discuss equipment status and functionality with clinicians</li><li>
Adhere to the Mission, Vision, and Values of the organization(s) served.</li><li>
Provide a positive representation of TriMedx services by integrating the core values into job performance</li></ul><div></div><div>
Inventory &ndash; 10%</div><ul><li>
Perform periodic inspections of current inventory status and maintain common failure parts inventory to ensure equipment uptime</li><li>
Verify the completion of security analysis for new customer equipment</li><li>
Performs Incoming Inspections (II) to maintain a complete and accurate inventory of medical devices, including trial and evaluation, rental, and loaner equipment in addition to permanently assigned equipment inventory</li><li>
Maintain the accuracy and integrity of the equipment database to include inventory, performance assurance (PA) schedules, nomenclature, and service history</li><li>
Make recommendations regarding inventory</li></ul><div></div><div>
All other duties as assigned</div><div></div><div>
Skills and Experience</div><div>
Minimum 3 years&rsquo; experience in the repair, maintenance, troubleshooting, and installation of medical imaging equipment</div><ul><li>
Frequently required to reach, pull, and/or employ fine motor skills during the installation, servicing, and maintenance of medical equipment</li><li>
Frequently required to bend, crouch, kneel, climb, balance, or otherwise maneuver body while servicing and/or inspecting medical equipment</li><li>
Frequently required to operate tools/machinery that use hand and/or foot controls (e.g. drills, saws, electronic test equipment, etc.) when servicing medical equipment</li><li>
Frequently required to lift, carry, or otherwise move up to 50 lbs while working with medical equipment</li><li>
Valid drivers license required; variable travel requirements depending on primary site that may require use of personal vehicle</li></ul><div></div><div>
Education and Qualifications</div><div>
2 year degree in a technical/electronics field or equivalent experience required. This requirement will be waived if the applicant has received the TRIMEDX Trained Certification or completed an equivalent biomedical related certification program.</div><ul><li>
Complex computer skills including the ability to interpret error codes, defragment hard-drives, replace power supplies, and interpret computer codes required</li><li>
Knowledge of Microsoft Office (Excel) and networking applications required</li><li>
Ability to integrate information from a variety of sources</li><li>
Excellent interpersonal and customer service skills</li><li>
Strong written, verbal, and presentational communication skills</li><li>
Travel may be required based on customer or business needs</li></ul><div>
At TRIMEDX, we are committed to cultivating a workplace culture where every associate feels valued, supported, and empowered to thrive. This culture reflects our belief that our people are our foundation, their well-being is essential, and shared success is built through meaningful work, recognition, and opportunities for growth.</div><div></div><div><i>
We embrace people&rsquo;s differences which include age, race, color, ethnicity, gender, gender identity, sexual orientation, national origin, education, genetics, veteran status, disability, religion, beliefs, opinions and life experiences.</i></div><div></div><div>
Visit our <div>website</div> to view our Workplace Culture Commitment , along with our social channels to see what our team is up to: <div>Facebook</div>, <div>LinkedIn</div>, <div>Twitter</div>.</div><div></div><div><br>
TRIMEDX is an Equal Opportunity Employer. Drug-Free Workplace.</div><div><i>
Because we are committed to providing a safe and productive work environment, TRIMEDX is a drug-free workplace. Accordingly, Associates are prohibited from engaging in the unlawful manufacture, sale, distribution, dispensation, possession, or use of any controlled substance or marijuana, or otherwise being under the influence thereof, on all TRIMEDX and Customer property or during working/on-call hours.</i></div></div>

Value Engineering

<p>Reporting to <b>AI Lead / Solution Architect</b>, this is a <b>senior technical leadership role</b> responsible for:<br/>Designing and deploying <b>state-of-the-art LLMs and multi-modal AI models</b>.<br/>Implementing <b>agentic AI systems with RAG, self-RAG, and memory-optimized architectures</b>.<br/>Leading <b>cloud-based GPU LLM training pipelines</b>, including <b>data labeling, preprocessing, model training, and post-processing</b>.<br/>Extending AI models into <b>front-end applications and back-end pipelines</b>.<br/>Managing <b>staging, development, and production environments</b> with SSH deployment and editing.<br/>Driving <b>complex problem-solving, critical thinking, and innovative AI solutions</b></p><p><b>Key Responsibilities</b></p><p>1. <b>LLM Cloud Training &amp; Pipelines (Mandatory)</b></p><p>Design and deploy <b>LLM training pipelines</b> on cloud GPU infrastructure.<br/>Manage <b>data labeling, preprocessing, and post-processing</b> for training datasets.<br/>Optimize <b>model training, memory usage, and inference efficiency</b>.<br/>Implement <b>RAG-based pipelines, agentic RAG, and self-RAG</b> for knowledge augmentation.</p><p>2. <b>Deep Learning &amp; Model Development</b></p><p>Research, design, and implement <b>Transformers, Vision Transformers, Diffusion Models</b>. Optimize <b>SAM models for tabular and image data</b>, including preprocessing and post-processing.<br/>Implement <b>multi-modal AI pipelines</b> (text, image, video).<br/>Develop <b>agentic AI models</b> with adaptive memory and reasoning.</p><p>3. <b>Agentic AI &amp; Orchestration</b></p><p>Design <b>agent frameworks</b> with orchestration, inter-agent communication, and protocol management.<br/>Integrate <b>LangChain, LangGraph, or custom agent pipelines</b>.<br/>Ensure AI agents are <b>robust, scalable, and production-ready</b>.</p><p>4. <b>Machine Learning for Real-World Data</b></p><p>Implement ML models for <b>tabular, image, and multi-modal data</b>.<br/>Preprocess, normalize, and feature-engineer datasets for <b>SAM and other model types</b>.<br/>Translate research models into <b>production pipelines with RAG augmentation</b>.</p><p>5. <b>Front-End &amp; Back-End AI Integration</b></p><p>Extend AI models into <b>front-end applications</b> (interactive AI features).<br/>Integrate AI models into <b>back-end services</b> for low-latency inference.<br/>Ensure seamless integration between AI models and application architecture.</p><p>6. <b>Production AI Infrastructure &amp; Deployment</b></p><p>Deploy AI models on <b>MCP / GPU servers, distributed clusters, or cloud infrastructure</b>.<br/>Manage <b>staging, dev, and production environments</b>, including SSH deployment, editing, and version control.<br/>Implement monitoring and observability using <b>Prometheus, Grafana, and custom dashboards</b>.<br/>Maintain CI/CD for AI models, training pipelines, and data workflows, including <b>Git/GitHub workflow management</b>.</p><p>7. <b>Research to Production Translation</b></p><p>Bring experimental AI models into <b>production-grade systems</b>.<br/>Validate model performance, reliability, and safety.<br/>Implement reproducibility, versioning, and automated retraining pipelines.</p><p>8. <b>Mentorship &amp; Leadership</b></p><p>Mentor junior AI engineers and researchers.<br/>Establish <b>best practices</b> for AI experimentation, deployment, and RAG/agentic architectures.<br/>Contribute to <b>AI roadmap and enterprise AI strategy</b>.</p><p><b>Required Experience</b></p><p>5+ years AI / Deep Learning / Research &amp; Production experience.<br/>Mandatory: Hands-on experience in LLM training pipelines, including cloud GPU infrastructure, data labeling, preprocessing, training, and post-processing.<br/>Deep knowledge of <b>Neural Networks, Transformers, LLMs, Vision Transformers, Diffusion Models, Agentic AI, RAG/self-RAG pipelines</b>.<br/>Hands-on experience with <b>SAM models</b>, <b>tabular data ML</b>, and preprocessing pipelines.<br/>Experience managing <b>staging, dev, and production environments</b> with <b>SSH deployment, editing, and Git/GitHub workflow</b>.<br/>Strong <b>Computer Vision and Image Processing</b> skills.<br/>Experience with <b>agent orchestration, LangChain, LangGraph, and protocol optimization</b>.<br/>Proven <b>problem-solving, critical thinking, and innovative AI solution delivery</b>.<br/>Experience integrating AI into <b>front-end and back-end systems</b>.</p><p><b>Preferred Experience</b></p><p>Experience with <b>generative AI, diffusion models, multi-modal agents</b>.<br/>Optimizing <b>LLM memory, inference, and fine-tuning at scale</b>.<br/>Experience in <b>production RAG pipelines and knowledge-augmented AI systems</b>.</p><p>Application Question(s):</p><ul><li>Are you available to work from 2:00 PM &ndash; 11:00 PM shift Monday to Friday with alternate Saturday?</li></ul><ul><li>Are you comfortable working onsite from Bahria Phase 4, Rawalpindi?</li></ul><ul><li>How many years of experience do you have as AI Engineer?</li></ul><p>Work Location: In person</p>

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