AI Systems Engineer
3 weeks ago
Description:
Continuation of the project related to self-driving cars. Requirements: Core Technical Skills- Machine Learning and Deep Learning: Solid understanding of ML and deep learning principles, algorithms, and architectures. Familiarity with a range of models, including but not limited to CNNs, RNNs, and transformers, across various applications like image processing, natural language processing, and predictive analytics.
- Model Conversion and Optimization: Expertise in converting ML models to ONNX format for interoperability and further optimizing them using NVIDIA TensorRT for high-performance inference on NVIDIA Jetson devices.
NVIDIA Jetson Platforms: Hands-on experience with NVIDIA Jetson Nano, TX2, Xavier NX, or AGX Xavier, including setup, configuration, and performance tuning. Knowledge of Jetson software stack, including JetPack SDK. - Dependency Management: Proficiency in solving dependencies and compatibility issues during model conversion and deployment, including library versions, CUDA, and cuDNN dependencies.
- Programming Languages: Strong programming skills in C++, with experience in Python being a plus. Proficiency in using PyTorch, TensorFlow, or other deep learning frameworks for model development and training.
- Environment and Tools: Familiarity with Docker and virtual environments for managing project dependencies. Experience with version control systems, preferably Git, for code collaboration and versioning.
- Edge AI Applications: Understanding of Edge AI concepts and experience in deploying AI solutions on edge devices, optimizing for low power consumption and latency.
- Data Preprocessing: Skills in data augmentation, preprocessing, and transformation techniques to prepare datasets for efficient training and inference on edge devices.
- Benchmarking: Experience in conducting benchmarks to measure model performance (e.g., inference speed, accuracy, power consumption) on NVIDIA Jetson platforms.
- Troubleshooting: Ability to troubleshoot and debug hardware and software issues, including performance bottlenecks and memory constraints on edge devices.
- Solution Porting:
Collaborating with ML engineers to understand the intricacies of the models and algorithms being ported.
- Performance Optimization:
Implementation optimizations such as model quantization, pruning, and TensorRT conversion to improve inference speed and reduce model size.
- Integration and Testing:
Conduct thorough testing and validation to identify and resolve any performance bottlenecks or compatibility issues.
- Collaboration and Communication:
#LI-AK12 #LI-Remote What We Offer Empowering Projects: With 500+ clients spanning diverse industries and domains, we provide an exciting opportunity to contribute to groundbreaking projects that leverage cutting-edge technologies. As a team, we engineer digital products that positively impact people's lives. Empowering Growth: We foster a culture of continuous learning and professional development. Our dedication is to provide timely and comprehensive assistance for every consultant through our dedicated Learning & Development team, ensuring their continuous growth and success. DE&I Matters: At GlobalLogic, we deeply value and embrace diversity . We are dedicated to providing equal opportunities for all individuals, fostering an inclusive and empowering work environment. Career Development: Our corporate culture places a strong emphasis on career development, offering abundant opportunities for growth. Regular interactions with our teams ensure their engagement, motivation, and recognition. We empower our team members to pursue their career goals with confidence and enthusiasm. Comprehensive Benefits: In addition to equitable compensation, we provide a comprehensive benefits package that prioritizes the overall well-being of our consultants. We genuinely care about their health and strive to create a positive work environment. Flexible Opportunities: At GlobalLogic, we prioritize work-life balance by offering flexible opportunities tailored to your lifestyle. Explore relocation and rotation options for diverse cultural and professional experiences in different countries with our company. About GlobalLogic GlobalLogic is a leader in digital engineering. We help brands across the globe design and build innovative products, platforms, and digital experiences for the modern world. By integrating experience design, complex engineering, and data expertise-we help our clients imagine what's possible, and accelerate their transition into tomorrow's digital businesses. Headquartered in Silicon Valley, GlobalLogic operates design studios and engineering centers around the world, extending our deep expertise to customers in the automotive, communications, financial services, healthcare and life sciences, manufacturing, media and entertainment, semiconductor, and technology industries. GlobalLogic is a Hitachi Group Company operating under Hitachi, Ltd. (TSE: 6501) which contributes to a sustainable society with a higher quality of life by driving innovation through data and technology as the Social Innovation Business. #J-18808-Ljbffr
-
AI Systems Engineer IRC216136
4 weeks ago
Birmingham, United Kingdom Hitachi Vantara Corporation Full timeDescription: Continuation of the project related to self-driving cars. Requirements: Core Technical Skills Machine Learning and Deep Learning: Solid understanding of ML and deep learning principles, algorithms, and architectures. Familiarity with a range of models, including but not limited to CNNs, RNNs, and transformers, across various applications...
-
AI Systems Engineer IRC216136
4 weeks ago
Birmingham, United Kingdom Hitachi Vantara Corporation Full timeDescription: Continuation of the project related to self-driving cars. Requirements: Core Technical Skills Machine Learning and Deep Learning: Solid understanding of ML and deep learning principles, algorithms, and architectures. Familiarity with a range of models, including but not limited to CNNs, RNNs, and transformers, across various applications...
-
Principal Data Platform Engineer
3 days ago
Birmingham, United Kingdom AI Connect Full timePrincipal Data Platform Engineer - APIsFully Remote, with 1 Edinburgh office visit per monthReports to Director of EngineeringAI Connect have partnered with a leading name in the gaming & gambling space to hire a Principal Data Platform Engineer to lead the development of their Enterprise API tooling. Their self-service data platform, hosted in AWS, has been...
-
Data & AI Architect
2 days ago
Birmingham, United Kingdom Gleeson Recruitment Group Remote Work Freelance Full timeData & AI Architect - Contract position Birmingham based - 3 days per week in office / 2 days from home The role: As a Data Architect, you would come in to support the data transformation program, replacing the current data warehouse with a modern data platform with the view to enhance the organisations Data and analytics.Help create, interpret and...
-
Machine Learning Engineer
1 month ago
Birmingham, United Kingdom Xpertise Recruitment Full timeXpertise is seeking two talented Machine Learning Engineers to join our esteemed team in Birmingham. As part of our growing engineering division, you will play a pivotal role in designing, implementing, and optimizing machine learning models and data pipelines. With a strong emphasis on AWS technologies and MLOps practices, you'll have the opportunity to...
-
Junior asset engineer
4 weeks ago
Birmingham, United Kingdom AIPRM, Corp. Full timeSoftware as a Service (SaaS) in AI Location: 100% Remote, 95% Async, 100% in Writing AIPRM is at the forefront of AI-driven solutions, celebrated for pioneering innovation and establishing industry standards. As much as we value groundbreaking advancements, we equally value the pillars that hold our tech foundation: those who craft and maintain the very...
-
Software Systems Engineer
2 weeks ago
Birmingham, United Kingdom Yoh, A Day & Zimmermann Company Full timeSenior Software Systems Engineer Birmingham Our client, a leading innovator in sustainable transportation solutions, is revolutionising the commercial vehicle industry with Hyper Rapid DC charging solutions. With a focus on electrifying transport sectors globally, they are scaling rapidly and hold multiple international patents. As a Senior Software...
-
Software Systems Engineer
6 days ago
Birmingham, United Kingdom Yoh, A Day & Zimmermann Company Full timeJob Description Senior Software Systems Engineer Our client, a leading innovator in sustainable transportation solutions, is revolutionising the commercial vehicle industry with Hyper Rapid DC charging solutions. With a focus on electrifying transport sectors globally, they are scaling rapidly and hold multiple international patents. As a Senior Software...
-
Junior Golang Engineer at AIPRM
4 weeks ago
Birmingham, United Kingdom AIPRM, Corp. Full timeIndustry: Software as a Service (SaaS) in AI Location: 100% Remote, 95% Async, 100% in Writing About Us: AIPRM is at the forefront of AI-driven solutions, celebrated for pioneering innovation and establishing industry standards. As much as we value groundbreaking advancements, we equally value the pillars that hold our tech foundation: those who craft...
-
Junior Golang Engineer at AIPRM
4 weeks ago
Birmingham, United Kingdom AIPRM, Corp. Full timeIndustry: Software as a Service (SaaS) in AILocation: 100% Remote, 95% Async, 100% in WritingAbout Us:AIPRM is at the forefront of AI-driven solutions, celebrated for pioneering innovation and establishing industry standards. As much as we value groundbreaking advancements, we equally value the pillars that hold our tech foundation: those who craft and...
-
Data & AI Solution Architect
3 weeks ago
Birmingham, United Kingdom Avanade Full timeOur talented Data & AI Practice is made up of globally recognized experts - and there’s room for more analytical and ambitious data professionals. If you’re passionate about helping clients make better data-driven decisions to tackle their most complex business issues, let’s talk. Take your skills to a new level and launch a career where you can truly...
-
Birmingham, Birmingham, United Kingdom University of Birmingham Full timeBackground: The UK and the World are rapidly shifting towards multi-energy systems, such as districts and industrial parks with large amounts of renewable electricity, renewable heating & cooling, clean fuels (e.g. H2,) as well as new energy technologies (e.g. heat pumps, energy storage, electrolysers, etc).However, how to best integrate renewable energy...
-
Birmingham, United Kingdom University of Birmingham Full timeBackground: The UK and the World are rapidly shifting towards multi-energy systems, such as districts and industrial parks with large amounts of renewable electricity, renewable heating & cooling, clean fuels (e.g. H2,) as well as new energy technologies (e.g. heat pumps, energy storage, electrolysers, etc). However, how to best integrate renewable energy...
-
Control Systems Engineer
3 days ago
Birmingham, United Kingdom Automation Experts Ltd Full timeA thriving provider of electrical control solutions now seeks an experienced Control Engineer to join their developing team. Well known business designing & manufacturing high performance automation & electrical systems for a diverse range of industries. Control Systems Engineer To £52k + Car, Paid Overtime, Healthcare, Mileage £13M T/O Business. West...
-
Systems Design Engineer
1 month ago
Birmingham, United Kingdom TURNER & LOVELL LIMITED Full time(Senior) System Design Engineer Location: Midlands, UK Start date: ASAP Salary: Competitive based on experience Key Experience: HV scheme design, HVDC, equipment specification, technical studies. Turner Lovell are currently recruiting for a industry leader in the development of electricity transmission infrastructure. They are rapidly growing to serve a...
-
Systems Design Engineer
1 month ago
Birmingham, United Kingdom TURNER & LOVELL LIMITED Full time(Senior) System Design Engineer Location: Midlands, UK Start date: ASAP Salary: Competitive based on experience Key Experience: HV scheme design, HVDC, equipment specification, technical studies. Turner Lovell are currently recruiting for a industry leader in the development of electricity transmission infrastructure. They are rapidly growing to serve a...
-
Control Systems Engineer
3 days ago
Birmingham, United Kingdom Automation Experts Ltd Full timeA thriving provider of electrical control solutions now seeks an experienced Control Engineer to join their developing team. Well known business designing & manufacturing high performance automation & electrical systems for a diverse range of industries.Control Systems EngineerTo £52k + Car, Paid Overtime, Healthcare, Mileage £13M T/O Business. West...
-
Engineer - Project Engineering
1 month ago
Birmingham, United Kingdom Critical Maritime Systems & Support Limited Full timeAre you a Project Engineer looking for a new challenge? Do you have a background in delivering a similar role in a regulated engineering environment? This Project Engineer position is based at our site in Portsmouth, sits within our bespoke engineering solutions business, where we develop life-support systems in critical workspace, oxygen and carbon capture...
-
Quality Systems Engineer
2 weeks ago
Birmingham, United Kingdom M-Tec Engineering Solutions Limited Full timeAn automotive 1st tier supplier located in the West Midlands is actively looking to recruit a Quality Systems Engineer. If your skills, experience, and qualifications match those in this job overview, do not delay your application. As Quality Systems Engineer you will be required to investigate all quality issues and lead investigations for root cause...
-
Quality Systems Engineer
1 month ago
Birmingham, United Kingdom M-Tec Engineering Solutions Limited Full timeAn automotive 1st tier supplier located in the West Midlands is actively looking to recruit a Quality Systems Engineer.As Quality Systems Engineer you will be required to investigate all quality issues and lead investigations for root cause analysis and using problem solving techniques, 8D, Paetro, Fishbone Diagrams and liaise with internal departments to...