57 Parallelism Jobs - Page 3

Introduction: A Career at HARMAN Lifestyle We’re a global, multi-disciplinary team that’s putting the innovative power of technology to work and transforming tomorrow. As a member of HARMAN Lifestyle, you connect consumers with the power of superior sound. Contribute your talents to high-end, esteemed brands like JBL, Mark Levinson and Revel Unite your passion for audio innovation with high-tech product development Create pitch-perfect, cutting-edge technology that elevates the listening experience What You Will Do To perform in-depth analysis of data and machine learning models to identify insights and areas of improvement. Develop and implement models using both classical machine learning techniques and modern deep learning approaches. Deploy machine learning models into production, ensuring robust MLOps practices including CI/CD pipelines, model monitoring, and drift detection. Conduct fine-tuning and integrate Large Language Models (LLMs) to meet specific business or product requirements. Optimize models for performance and latency, including the implementation of caching strategies where appropriate. Collaborate cross-functionally with data scientists, engineers, and product teams to deliver end-to-end ML solutions. What You Need To Be Successful Utilized various statistical techniques to derive important insights and trends. Proven experience in machine learning model development and analysis using classical and neural networks based approaches. Strong understanding of LLM architecture, usage, and fine-tuning techniques. Solid understanding of statistics, data preprocessing, and feature engineering. Proficient in Python and popular ML libraries (scikit-learn, PyTorch, TensorFlow, etc.). Strong debugging and optimization skills for both training and inference pipelines. Familiarity with data formats and processing tools (Pandas, Spark, Dask). Experience working with transformer-based models (e.g., BERT, GPT) and Hugging Face ecosystem. Bonus Points if You Have Experience with MLOps tools (e.g., MLflow, Kubeflow, SageMaker, or similar). Experience with monitoring tools (Prometheus, Grafana, or custom solutions for ML metrics). Familiarity with cloud platforms (Sagemaker, AWS, GCP, Azure) and containerization (Docker, Kubernetes). Hands-on experience with MLOps practices and tools for deployment, monitoring, and drift detection. Exposure to distributed training and model parallelism techniques. Prior experience in AB testing ML models in production. What Makes You Eligible Bachelor’s or master’s degree in computer science, Artificial Intelligence, or a related field. 5-10 years relevant and Proven experience in developing and deploying generative AI models and agents in a professional setting. What We Offer Flexible work environment, allowing for full-time remote work globally for positions that can be performed outside a HARMAN or customer location Access to employee discounts on world-class Harman and Samsung products (JBL, HARMAN Kardon, AKG, etc.) Extensive training opportunities through our own HARMAN University Competitive wellness benefits Tuition reimbursement “Be Brilliant” employee recognition and rewards program An inclusive and diverse work environment that fosters and encourages professional and personal development You Belong Here HARMAN is committed to making every employee feel welcomed, valued, and empowered. No matter what role you play, we encourage you to share your ideas, voice your distinct perspective, and bring your whole self with you – all within a support-minded culture that celebrates what makes each of us unique. We also recognize that learning is a lifelong pursuit and want you to flourish. We proudly offer added opportunities for training, development, and continuing education, further empowering you to live the career you want. About HARMAN: Where Innovation Unleashes Next-Level Technology Ever since the 1920s, we’ve been amplifying the sense of sound. Today, that legacy endures, with integrated technology platforms that make the world smarter, safer, and more connected. Across automotive, lifestyle, and digital transformation solutions, we create innovative technologies that turn ordinary moments into extraordinary experiences. Our renowned automotive and lifestyle solutions can be found everywhere, from the music we play in our cars and homes to venues that feature today’s most sought-after performers, while our digital transformation solutions serve humanity by addressing the world’s ever-evolving needs and demands. Marketing our award-winning portfolio under 16 iconic brands, such as JBL, Mark Levinson, and Revel, we set ourselves apart by exceeding the highest engineering and design standards for our customers, our partners and each other. If you’re ready to innovate and do work that makes a lasting impact, join our talent community today! HARMAN is an Equal Opportunity/Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or Protected Veterans status. HARMAN offers a great work environment, challenging career opportunities, professional training, and competitive compensation. (www.harman.com) Show more Show less

At Vicharak , we're on the forefront of a computing revolution. Just like the pioneers at Bell Labs in 1947 who witnessed the birth of the transistor, we're shaping the future of semiconductors with our innovative FPGA technology. Unlike traditional processors, FPGAs allow us to programmatically change their inner circuitry, opening up new horizons in parallelism, speed, and computing. We've developed VAAMAN , a cutting-edge hardware system that combines FPGA and SBC, and we're on the lookout for talented individuals who share our passion for this field. We're seeking researchers, developers, designers, engineers, and architects to join us in building the next generation of computing. What You Will Learn: Software languages such as C/C++ , Python, and HDL languages Verilog and System Verilog. Master FPGA tools like Vivado, Radiant. Develop the ability to learn, adapt, tackle challenges, and perform effectively. Gain insights into the workings of everything from keyboards to complex servers. What You Will Work On: You will be contributing to our groundbreaking projects across our Acceleration framework, focusing on AI Acceleration, Software Acceleration, and the optimization of peripheral systems. Gain hands-on experience with Verilog and System Verilog, becoming proficient in the fundamental aspects of these languages. Simulation and Testing: Utilize advanced simulation tools to rigorously test designs, ensuring they meet stringent functional requirements. Cross-Functional Collaboration: Work closely with various engineering disciplines to integrate FPGA designs into broader system architectures and resolve any arising issues. FPGA Development and Validation: Develop FPGA requirements and code for logic design, create self-checking test benches, conduct unit tests, perform synthesis, timing analysis, and support Built-In-Test (BIT) processes. Validate these designs by loading them onto FPGA boards for real-world testing. High-Speed Serial Interfaces: Address challenges related to high-speed serial interferences within FPGA designs. Collaboration and Teamwork: Collaborate effectively with cross-functional teams, leveraging diverse expertise to enhance project outcomes. Continuous Learning: Stay at the forefront of industry practices and technological advancements to ensure our methods and designs are state-of-the-art. Preferred Skills: Good understanding of digital electronics and design practices. Strong VHDL/Verilog Programming skills. In depth knowledge of RTL design, FPGA design, and FPGA design tools. Complete FPGA development flow from logic design, place & route, timing analysis closure, simulation, verification, and validation. Strong troubleshooting and debugging FPGA implementations on hardware boards. Hands-on experience on communication protocols (UART/I2C/SPI). Strong sense of ownership, passionate, fast learner, analytical mind set, perfection seeker. Excellent interpersonal, communication, collaboration and presentation skills. https://vicharak.in/ Show more Show less

Become a Pioneer in Computing - Join Vicharak! At Vicharak , we stand at the vanguard of a computing revolution. Similar to the trailblazers at Bell Labs in 1947 who witnessed the birth of the transistor, we're revolutionizing the future of semiconductors through innovative FPGA technology. Unlike traditional processors, our FPGAs enable programmable changes in inner circuitry, unlocking new dimensions in parallelism, speed, and computing. Our groundbreaking VAAMAN hardware system, combining FPGA and SBC, epitomizes our innovation, and we're searching for talented individuals who share our fervor for this field. We invite researchers, developers, designers, engineers, and architects to join us in crafting the next era of computing. What You'll Learn: Software languages: C/C++, Python, HDL languages like Verilog and System Verilog. Utilize diverse tools, including compilers such as GCC and X86s, alongside IDEs like Visual Studio and PlatformIO. Master FPGA tools like Vivado, Radiant, and Efinix FPGAs. Develop adaptable skills to tackle challenges effectively and gain insights spanning from keyboards to complex servers. What You'll Work On: Engage in our thrilling projects, delving into various facets of our Acceleration framework encompassing AI Acceleration, Software Acceleration, and optimizing peripherals. Gain hands-on experience in Verilog and System Verilog, mastering the fundamentals of these languages. Join Us at Vicharak - Shape the Future of Computing! If you possess an unwavering interest in this field and an insatiable thirst for knowledge, we want to hear from you! Come be part of Vicharak and be at the forefront of molding the future of computing through our groundbreaking FPGA technology. For more insights, visit our website: https://vicharak.in Show more Show less

This vacancy is for a software developer in UAV development division. Candidate is expected to have following skills, Skills : C,C++, QT, QML, GUI, Geographic Information System(GIS), FPGA Responsibilities Design, build, and maintain efficient, reusable, and reliable C,C++ code. UAV software stack development. Identify bottlenecks and bugs, and devise solutions to problems. Help to maintain product quality, organization integrity and team coordination. Description/Requirements Strong proficiency in C++, with fair knowledge of the OOPs & STL. Proficient knowledge on communication protocols like CAN, TCP/UDP, UART, I2C etc. Experience in QGIS and MAV Link is a plus. Experience in developing GUI with tool chains such as Qt, QML etc. Hands-on experience in designing and developing scalable computer vision solutions with OpenCV, CUDA, OpenCL, NPP etc. Good understanding of memory management, thread Management, Concurrency & Parallelism programming. Familiarity with embedded systems design, low-level hardware interactions. Experience with Xilinx FPGA tool flow (Vivado) for synthesis, implementation, and bitstream generation. Familiarity with Yocto, RTOS. Good to have knowledge on Unit/integration testing. Know-how of coding standards like MISRA, C++. Familiarity with code versioning & project management tools. Show more Show less

Become a Pioneer in Computing - Join Vicharak! At Vicharak, we stand at the vanguard of a computing revolution. Similar to the trailblazers at Bell Labs in 1947 who witnessed the birth of the transistor, we're revolutionizing the future of semiconductors through innovative FPGA technology. Unlike traditional processors, our FPGAs enable programmable changes in inner circuitry, unlocking new dimensions in parallelism, speed, and computing. Our groundbreaking VAAMAN hardware system, combining FPGA and SBC, epitomizes our innovation, and we're searching for talented individuals who share our fervor for this field. We invite researchers, developers, designers, engineers, and architects to join us in crafting the next era of computing. What You'll Learn:Software languages: C/C++, Python, HDL languages like Verilog and System Verilog.Utilize diverse tools, including compilers such as GCC and X86s, alongside IDEs like Visual Studio and PlatformIO.Master FPGA tools like Vivado, Radiant, and Efinix FPGAs.Develop adaptable skills to tackle challenges effectively and gain insights spanning from keyboards to complex servers. What You'll Work On:Engage in our thrilling projects, delving into various facets of our Acceleration framework encompassing AI Acceleration, Software Acceleration, and optimizing peripherals.Gain hands-on experience in Verilog and System Verilog, mastering the fundamentals of these languages. Join Us at Vicharak - Shape the Future of Computing! If you possess an unwavering interest in this field and an insatiable thirst for knowledge, we want to hear from you! Come be part of Vicharak and be at the forefront of molding the future of computing through our groundbreaking FPGA technology.For more insights, visit our website: https://vicharak.in

Institute of Information Science Postdoctoral Researcher 2 Person The Computer Systems Laboratory - Machine Learning Systems Team Focuses On Research Areas Including Parallel And Distributed Computing, Compilers, And Computer Architecture. We Aim To Leverage Computer System Technologies To Accelerate The Inference And Training Of Deep Learning Models And Develop Optimizations For Next-generation AI Models. Our Research Emphasizes The Following Job DescriptionUnit Institute of Information ScienceJobTitle Postdoctoral Researcher 2 PersonWork Content Research on Optimization of Deep Learning Model Inference and Training AI Model Compression and Optimization Model Compression Techniques (e.g., Pruning And Quantization) Reduce The Size And Computational Demands Of AI Models, Which Are Crucial For Resource-constrained Platforms Such As Embedded Systems And Memory-limited AI Accelerators. We Aim To Explore AI compiler: deployment methods for compressed models across servers, edge devices, and heterogeneous systems. High performance computing: efficient execution of compressed models on processors with advanced AI extensions, e.g., Intel AVX512, ARM SVE, RISC-V RVV, and tensor-level accelerations on GPUs and NPUs. AI Accelerator Design We aim to design AI accelerators for accelerating AI model inference, focusing on software and hardware co-design and co-optimization. Optimization of AI Model Inference in Heterogeneous Environments Computer Architectures Are Evolving Toward Heterogeneous Multi-processor Designs (e.g., CPUs + GPUs + AI Accelerators). Integrating Heterogeneous Processors To Execute Complex Models (e.g., Hybrid Models, Multi-models, And Multi-task Models) With High Computational Efficiency Poses a Critical Challenge. We Aim To Explore Efficient scheduling algorithms. Parallel algorithms for the three dimensions: data parallelism, model parallelism, and tensor parallelism. Qualifications Ph.D. degree in Computer Science, Computer Engineering, or Electrical Engineering Experience in parallel computing and parallel programming (CUDA or OpenCL, C/C++ programming) or hardware design (Verilog or HLS) Proficient in system and software development Candidates With The Following Experience Will Be Given Priority Experience in deep learning platforms, including PyTorch, TensorFlow, TVM, etc. Experience in high-performance computing or embedded systems. Experience in algorithm designs. Knowledge of compilers or computer architectureWorking EnvironmentOperating Hours 8:30AM-5:30PMWork Place Institute of Information Science, Academia SinicaTreatment According to Academia Sinica standards: Postdoctoral Researchers: NT$64,711-99,317/month. Benefits include: labor and healthcare insurance, and year-end bonuses. Reference Site 洪鼎詠網頁: http://www.iis.sinica.edu.tw/pages/dyhong/index_zh.html, 吳真貞網頁: http://www.iis.sinica.edu.tw/pages/wuj/index_zh.html Please Email Your CV (including Publications, Projects, And Work Experience), Transcripts (undergraduate And Above), And Any Other Materials That May Assist In The Review Process To The Following PIs Acceptance MethodContacts Dr. Ding-Yong Hong Contact Address Room 818, New IIS Building, Academia Sinica Contact Telephone 02-27883799 ext. 1818Email dyhong@iis.sinica.edu.tw Required Documents Dr. Ding-Yong Hong: dyhong@iis.sinica.edu.tw Dr. Jan-Jan Wu: wuj@iis.sinica.edu.twPrecautions for application DatePublication Date 2025-01-20Expiration Date 2025-12-31

CNC Programmer: siemens Responsibilities for CNC Turning Siemens Control Machine Programmer Read technical drawings and set up the machines in accordance with these blueprints • Use computer software to model cutting paths and program machines accordingly • Perform quality assurance tests to ensure products meet design specifications • Adjust machine cutting paths or settings to optimize production while maintaining quality • Consider tools required to cut particular materials and program machines accordingly • Troubleshoot and resolve problems with machines as they arise • Perform basic machine maintenance such as cleaning and sharpening • Train new employees on how to properly operate CNC Turning Siemens machines and programs Qualifications for CNC Turning Siemens machine Programmer • Previous experience working in a manufacturing setting is required • Must have strong attention to detail • Familiarity and skill with interpreting technical drawings and blueprints • Skilled at troubleshooting and resolving mechanical or logistical problems that arise • Ability to work independently and closely follow directions is essential • Should have a positive and professional attitude • Available to work weekends and overtime • Capable of standing for extended periods of time • Should be capable enough in QC documentation, Experience in handling bore gauge and parallelism measurement.