Avanti Recruitment has partnered with a stealth-mode AI Hardware start-up company in the Cambridge area, that has substantial financial backing from a global giant in the engineering world. The company is a global leader in neural computing and looking to revolutionize the future of high-performance computing with its power-efficient AI accelerator design. We're looking for a software engineer to join their growing team of hardware, software, and performance teams where you'll be developing their brand-new chip from the ground up. There's a very competitive benefits package on offer including flexible salaries (DOE), annual bonuses & potential RSU options. Skills/Experience: Minimum of 3 years experience (Including relevant Ph.D. / postdoctoral experience) with kernel development for CPUs, GPUs or similar hardware accelerators. Demonstrable programming ability in CUDA, OpenCL, or similar parallel programming languagesKnowledge of software development tools like Git, Jira, etc. Ideally, you would have a basic understanding of machine learning frameworks like PyTorch, Tensorflow, etc. Desirable experience: Experience in optimizing kernels for power efficiency and low-latency applications Familiarity with hardware architecture/system level understanding of GPUs or similar Knowledge of performance profiling tools and methodologies Contributed to parallel-computing or machine learning projects There's a streamlined interview process and we're interviewing candidates ASAP. If this role is of interest, apply now or contact Kirstin at Avanti Recruitment for more information and immediate consideration.
Apr 30, 2024
Full time
Avanti Recruitment has partnered with a stealth-mode AI Hardware start-up company in the Cambridge area, that has substantial financial backing from a global giant in the engineering world. The company is a global leader in neural computing and looking to revolutionize the future of high-performance computing with its power-efficient AI accelerator design. We're looking for a software engineer to join their growing team of hardware, software, and performance teams where you'll be developing their brand-new chip from the ground up. There's a very competitive benefits package on offer including flexible salaries (DOE), annual bonuses & potential RSU options. Skills/Experience: Minimum of 3 years experience (Including relevant Ph.D. / postdoctoral experience) with kernel development for CPUs, GPUs or similar hardware accelerators. Demonstrable programming ability in CUDA, OpenCL, or similar parallel programming languagesKnowledge of software development tools like Git, Jira, etc. Ideally, you would have a basic understanding of machine learning frameworks like PyTorch, Tensorflow, etc. Desirable experience: Experience in optimizing kernels for power efficiency and low-latency applications Familiarity with hardware architecture/system level understanding of GPUs or similar Knowledge of performance profiling tools and methodologies Contributed to parallel-computing or machine learning projects There's a streamlined interview process and we're interviewing candidates ASAP. If this role is of interest, apply now or contact Kirstin at Avanti Recruitment for more information and immediate consideration.
Working at SambaNova SambaNova Systems is hiring a Principal AI Solutions Software Engineer, AI Systems. This role offers an unparalleled opportunity to work E2E (end-to-end) with cross-functional teams across Sambanova's software, hardware and ML teams to transform cutting-edge AI research into customer-empowering solutions with superior AI System performance and accuracy, propelling us towards making a substantial impact across diverse industries. We eagerly welcome individuals with exceptional talent to join us in this transformative journey. Responsibilities • Work with both external users and internal engineering teams to develop robust, efficient and scalable AI solutions that meet customers' needs. • Integrate the latest model architecture, data curation, and performance optimization technologies from the AI industry and research into SambaNova's technical stack. • Create end-to-end solutions for ML applications to enable model training and fine-tuning on domain-specific data. • Enable high throughput and low latency inference applications for at-scale deployment. • Collaborate with cross-functional software and hardware teams to innovate customer-centric applications. • Work with diverse data types: textual, unstructured, tabular and multimodal data. Basic Qualifications • Bachelor's or higher degree in Computer Science, Electrical Engineering, Applied Mathematics, Physics, or Statistics • 5+ years of industry experience, including 3+ in one or more of the following: • Deep learning algorithm development • Compiler • Software-Hardware Co-design • Proficiency in Python or C++, with a solid foundation in data structures, algorithms, and machine learning. • Proficiency in one or more of the popular ML frameworks (PyTorch/Tensorflow/JAX) Additional Required Qualifications • Experience in machine learning productization and pipeline development in software engineering • Real-world experience in multi-lingual LLM applications training and inference. • Real-world experience in vision-language multimodality. • Development and deployment Model Training and Inference at scale, Synthetic Data, Information Retrieval, Machine reading comprehension, RLHF/RLAIF, Question Answering, Copilot. • Development with DeepSeed, Megatron, vLLM, and TensorRT. Preferred Qualifications • CUDA/OpenCL programming skills. Experience with CuDNN, and CUDA math libraries (CuBLAS, CuFFT, ) is a plus. • First author in CS/ML publication Company: SambaNova Systems Qualifications: Language requirements: Specific requirements: Educational level: Level of experience (years): Senior (5+ years of experience) How to apply: Please mention NLP People as a source when applying Tagged as: Industry , Information Retrieval , Machine Learning , NLP , Question Answering , Unspecified
Apr 24, 2024
Full time
Working at SambaNova SambaNova Systems is hiring a Principal AI Solutions Software Engineer, AI Systems. This role offers an unparalleled opportunity to work E2E (end-to-end) with cross-functional teams across Sambanova's software, hardware and ML teams to transform cutting-edge AI research into customer-empowering solutions with superior AI System performance and accuracy, propelling us towards making a substantial impact across diverse industries. We eagerly welcome individuals with exceptional talent to join us in this transformative journey. Responsibilities • Work with both external users and internal engineering teams to develop robust, efficient and scalable AI solutions that meet customers' needs. • Integrate the latest model architecture, data curation, and performance optimization technologies from the AI industry and research into SambaNova's technical stack. • Create end-to-end solutions for ML applications to enable model training and fine-tuning on domain-specific data. • Enable high throughput and low latency inference applications for at-scale deployment. • Collaborate with cross-functional software and hardware teams to innovate customer-centric applications. • Work with diverse data types: textual, unstructured, tabular and multimodal data. Basic Qualifications • Bachelor's or higher degree in Computer Science, Electrical Engineering, Applied Mathematics, Physics, or Statistics • 5+ years of industry experience, including 3+ in one or more of the following: • Deep learning algorithm development • Compiler • Software-Hardware Co-design • Proficiency in Python or C++, with a solid foundation in data structures, algorithms, and machine learning. • Proficiency in one or more of the popular ML frameworks (PyTorch/Tensorflow/JAX) Additional Required Qualifications • Experience in machine learning productization and pipeline development in software engineering • Real-world experience in multi-lingual LLM applications training and inference. • Real-world experience in vision-language multimodality. • Development and deployment Model Training and Inference at scale, Synthetic Data, Information Retrieval, Machine reading comprehension, RLHF/RLAIF, Question Answering, Copilot. • Development with DeepSeed, Megatron, vLLM, and TensorRT. Preferred Qualifications • CUDA/OpenCL programming skills. Experience with CuDNN, and CUDA math libraries (CuBLAS, CuFFT, ) is a plus. • First author in CS/ML publication Company: SambaNova Systems Qualifications: Language requirements: Specific requirements: Educational level: Level of experience (years): Senior (5+ years of experience) How to apply: Please mention NLP People as a source when applying Tagged as: Industry , Information Retrieval , Machine Learning , NLP , Question Answering , Unspecified
Bristol MBDA Missile Systems - Together. For the future of defence Salary:£43,000 - £50,000 DOE + Bonus + Benefits Hybrid working pattern:Where possible, we will seek to accommodate a blended approach to on-site and remote working. The Opportunity: We have a fantastic opportunity to join our Electro-Optical (EO) Seekers & Sensors Department within our Synthetic Scene Generation Team. As a Department, we are responsible for supporting MBDA's complex weapon programmes, working with our Customers and Suppliers towards developing and integrating the next generation EO missile seekers. In order to succeed, we require a high fidelity test & modelling environment; to provide the missile team with all the real-world data they need to undertake the product design, development and acceptance. And this is where you come in... If you are the successful applicant, we will offer you the exciting challenge of developing simulations of complex scenes that must include not just the physical behaviour of the Earth's surface, but also represent in-band atmospherics, platform plumes, and countermeasures effects. This needs to run real-time - on high-end processing devices, FPGAs and GPUs - in order that it can exercise both missile seeker hardware and software algorithms; through innovative techniques, such as digital injection directly into the missile electronics or through the seeker optics using scene projector systems. The team is a small highly skilled, and multi-disciplinary team that support the scene generation activities ranging from software and real-time embedded FPGA development, through to hardware testing and validation via experimentation and field trials. You will have the opportunity to work across all these aspects, and we will work with you to develop your skills, knowledge and experience - as well as supporting your ongoing professional development - all while ensuring a good work-life balance. What we're looking for from you: This is a technically focussed role. If you have experience of, and want to develop further in one or more of the following, then this role could be for you... High fidelity modelling of the world ; experience of commercial scene generation tools such as TAITherm, CAMEOSIM, OKTAL is desirable but not essential 3D Graphics experience such as OpenCL, CUDA, GPGPU Software Engineering, Real-time System Firmware Development is also a skill we use within our team ; experience or understanding of this is always beneficial In addition, we also want you to be well-rounded with good general awareness and interest in our wider missile and seeker system topics. Understanding of Electro-Optical radiation, propagation and detection principles, in particular in the infra-red wave-bands. Experience of imaging electro-optic systems is desirable Strong logical and analytical skills ; experience of undertaking data analysis, and simulations using development environments such as Visual Studio, and familiarity with simulations in Matlab and Simulink is also desirable Have a proven track record of on-time delivery; particularly in a dynamic working environment. Able to engage with a broad range of internal and external partners, and forge strategic technical relationships. Be adaptable, self-starting and able to work both independently and as part of a team. Basic project management knowledge, including planning and risk-management is desirable What to expect: We offer opportunities for career progression, paid overtime (subject to level), bonus scheme, comprehensive pension package, annual salary review, collaborative working environment and excellent on-site facilities. We recognise that everyone is unique, and we encourage you to speak to us should you require any advice, support or adjustments throughout our recruitment process. We also welcome applicants who are looking for flexible working arrangements. Follow us on LinkedIn (MBDA), Twitter Instagram (lifeatMBDA_UK) and Glassdoor or visit our MBDA Careers website for more information. Please Note: MBDA UK requires all employees to achieve appropriate clearances!
Sep 24, 2022
Full time
Bristol MBDA Missile Systems - Together. For the future of defence Salary:£43,000 - £50,000 DOE + Bonus + Benefits Hybrid working pattern:Where possible, we will seek to accommodate a blended approach to on-site and remote working. The Opportunity: We have a fantastic opportunity to join our Electro-Optical (EO) Seekers & Sensors Department within our Synthetic Scene Generation Team. As a Department, we are responsible for supporting MBDA's complex weapon programmes, working with our Customers and Suppliers towards developing and integrating the next generation EO missile seekers. In order to succeed, we require a high fidelity test & modelling environment; to provide the missile team with all the real-world data they need to undertake the product design, development and acceptance. And this is where you come in... If you are the successful applicant, we will offer you the exciting challenge of developing simulations of complex scenes that must include not just the physical behaviour of the Earth's surface, but also represent in-band atmospherics, platform plumes, and countermeasures effects. This needs to run real-time - on high-end processing devices, FPGAs and GPUs - in order that it can exercise both missile seeker hardware and software algorithms; through innovative techniques, such as digital injection directly into the missile electronics or through the seeker optics using scene projector systems. The team is a small highly skilled, and multi-disciplinary team that support the scene generation activities ranging from software and real-time embedded FPGA development, through to hardware testing and validation via experimentation and field trials. You will have the opportunity to work across all these aspects, and we will work with you to develop your skills, knowledge and experience - as well as supporting your ongoing professional development - all while ensuring a good work-life balance. What we're looking for from you: This is a technically focussed role. If you have experience of, and want to develop further in one or more of the following, then this role could be for you... High fidelity modelling of the world ; experience of commercial scene generation tools such as TAITherm, CAMEOSIM, OKTAL is desirable but not essential 3D Graphics experience such as OpenCL, CUDA, GPGPU Software Engineering, Real-time System Firmware Development is also a skill we use within our team ; experience or understanding of this is always beneficial In addition, we also want you to be well-rounded with good general awareness and interest in our wider missile and seeker system topics. Understanding of Electro-Optical radiation, propagation and detection principles, in particular in the infra-red wave-bands. Experience of imaging electro-optic systems is desirable Strong logical and analytical skills ; experience of undertaking data analysis, and simulations using development environments such as Visual Studio, and familiarity with simulations in Matlab and Simulink is also desirable Have a proven track record of on-time delivery; particularly in a dynamic working environment. Able to engage with a broad range of internal and external partners, and forge strategic technical relationships. Be adaptable, self-starting and able to work both independently and as part of a team. Basic project management knowledge, including planning and risk-management is desirable What to expect: We offer opportunities for career progression, paid overtime (subject to level), bonus scheme, comprehensive pension package, annual salary review, collaborative working environment and excellent on-site facilities. We recognise that everyone is unique, and we encourage you to speak to us should you require any advice, support or adjustments throughout our recruitment process. We also welcome applicants who are looking for flexible working arrangements. Follow us on LinkedIn (MBDA), Twitter Instagram (lifeatMBDA_UK) and Glassdoor or visit our MBDA Careers website for more information. Please Note: MBDA UK requires all employees to achieve appropriate clearances!
Stevenage MBDA Missile Systems - Together. For the future of defence Salary:£43,000 - £50,000 DOE + Bonus + Benefits Hybrid working pattern:Where possible, we will seek to accommodate a blended approach to on-site and remote working. The Opportunity: We have a fantastic opportunity to join our Electro-Optical (EO) Seekers & Sensors Department within our Synthetic Scene Generation Team. As a Department, we are responsible for supporting MBDA's complex weapon programmes, working with our Customers and Suppliers towards developing and integrating the next generation EO missile seekers. In order to succeed, we require a high fidelity test & modelling environment; to provide the missile team with all the real-world data they need to undertake the product design, development and acceptance. And this is where you come in... If you are the successful applicant, we will offer you the exciting challenge of developing simulations of complex scenes that must include not just the physical behaviour of the Earth's surface, but also represent in-band atmospherics, platform plumes, and countermeasures effects. This needs to run real-time - on high-end processing devices, FPGAs and GPUs - in order that it can exercise both missile seeker hardware and software algorithms; through innovative techniques, such as digital injection directly into the missile electronics or through the seeker optics using scene projector systems. The team is a small highly skilled, and multi-disciplinary team that support the scene generation activities ranging from software and real-time embedded FPGA development, through to hardware testing and validation via experimentation and field trials. You will have the opportunity to work across all these aspects, and we will work with you to develop your skills, knowledge and experience - as well as supporting your ongoing professional development - all while ensuring a good work-life balance. What we're looking for from you: This is a technically focussed role. If you have experience of, and want to develop further in one or more of the following, then this role could be for you... High fidelity modelling of the world ; experience of commercial scene generation tools such as TAITherm, CAMEOSIM, OKTAL is desirable but not essential 3D Graphics experience such as OpenCL, CUDA, GPGPU Software Engineering, Real-time System Firmware Development is also a skill we use within our team ; experience or understanding of this is always beneficial In addition, we also want you to be well-rounded with good general awareness and interest in our wider missile and seeker system topics. Understanding of Electro-Optical radiation, propagation and detection principles, in particular in the infra-red wave-bands. Experience of imaging electro-optic systems is desirable Strong logical and analytical skills ; experience of undertaking data analysis, and simulations using development environments such as Visual Studio, and familiarity with simulations in Matlab and Simulink is also desirable Have a proven track record of on-time delivery; particularly in a dynamic working environment. Able to engage with a broad range of internal and external partners, and forge strategic technical relationships. Be adaptable, self-starting and able to work both independently and as part of a team. Basic project management knowledge, including planning and risk-management is desirable What to expect: We offer opportunities for career progression, paid overtime (subject to level), bonus scheme, comprehensive pension package, annual salary review, collaborative working environment and excellent on-site facilities. We recognise that everyone is unique, and we encourage you to speak to us should you require any advice, support or adjustments throughout our recruitment process. We also welcome applicants who are looking for flexible working arrangements. Follow us on LinkedIn (MBDA), Twitter Instagram (lifeatMBDA_UK) and Glassdoor or visit our MBDA Careers website for more information. Please Note: MBDA UK requires all employees to achieve appropriate clearances!
Sep 24, 2022
Full time
Stevenage MBDA Missile Systems - Together. For the future of defence Salary:£43,000 - £50,000 DOE + Bonus + Benefits Hybrid working pattern:Where possible, we will seek to accommodate a blended approach to on-site and remote working. The Opportunity: We have a fantastic opportunity to join our Electro-Optical (EO) Seekers & Sensors Department within our Synthetic Scene Generation Team. As a Department, we are responsible for supporting MBDA's complex weapon programmes, working with our Customers and Suppliers towards developing and integrating the next generation EO missile seekers. In order to succeed, we require a high fidelity test & modelling environment; to provide the missile team with all the real-world data they need to undertake the product design, development and acceptance. And this is where you come in... If you are the successful applicant, we will offer you the exciting challenge of developing simulations of complex scenes that must include not just the physical behaviour of the Earth's surface, but also represent in-band atmospherics, platform plumes, and countermeasures effects. This needs to run real-time - on high-end processing devices, FPGAs and GPUs - in order that it can exercise both missile seeker hardware and software algorithms; through innovative techniques, such as digital injection directly into the missile electronics or through the seeker optics using scene projector systems. The team is a small highly skilled, and multi-disciplinary team that support the scene generation activities ranging from software and real-time embedded FPGA development, through to hardware testing and validation via experimentation and field trials. You will have the opportunity to work across all these aspects, and we will work with you to develop your skills, knowledge and experience - as well as supporting your ongoing professional development - all while ensuring a good work-life balance. What we're looking for from you: This is a technically focussed role. If you have experience of, and want to develop further in one or more of the following, then this role could be for you... High fidelity modelling of the world ; experience of commercial scene generation tools such as TAITherm, CAMEOSIM, OKTAL is desirable but not essential 3D Graphics experience such as OpenCL, CUDA, GPGPU Software Engineering, Real-time System Firmware Development is also a skill we use within our team ; experience or understanding of this is always beneficial In addition, we also want you to be well-rounded with good general awareness and interest in our wider missile and seeker system topics. Understanding of Electro-Optical radiation, propagation and detection principles, in particular in the infra-red wave-bands. Experience of imaging electro-optic systems is desirable Strong logical and analytical skills ; experience of undertaking data analysis, and simulations using development environments such as Visual Studio, and familiarity with simulations in Matlab and Simulink is also desirable Have a proven track record of on-time delivery; particularly in a dynamic working environment. Able to engage with a broad range of internal and external partners, and forge strategic technical relationships. Be adaptable, self-starting and able to work both independently and as part of a team. Basic project management knowledge, including planning and risk-management is desirable What to expect: We offer opportunities for career progression, paid overtime (subject to level), bonus scheme, comprehensive pension package, annual salary review, collaborative working environment and excellent on-site facilities. We recognise that everyone is unique, and we encourage you to speak to us should you require any advice, support or adjustments throughout our recruitment process. We also welcome applicants who are looking for flexible working arrangements. Follow us on LinkedIn (MBDA), Twitter Instagram (lifeatMBDA_UK) and Glassdoor or visit our MBDA Careers website for more information. Please Note: MBDA UK requires all employees to achieve appropriate clearances!