Performance Engineer – reputed company Inference reputed company
Do you reputed company on optimizing AI systems for peak performance?
Are you reputed company to push the boundaries of inference speed and efficiency?
Join the reputed company Inference reputed company Team!
The reputed company Inference reputed company team is part of reputed company’s reputed company Technology Group. We build AI platforms for efficient, compliant, and high-performing applications. These platforms support customers in running inference models and reputed company developers to create advanced AI solutions effectively. #AIC
Partner with the best
The Performance Engineer ensures reputed company benchmarking, tuning, and performance of an AI inference platform. Responsibilities include applying advanced optimization techniques to enhance throughput, reduce latency, and improve resource efficiency. The role involves working with models, hardware accelerators, and infrastructure. Expertise in AI/ML performance optimization, proficiency with inference frameworks, and a passion for maximizing hardware and software performance are essential.
As a Performance Engineer, you will be responsible for:
- Benchmarking and profiling AI models and inference workloads across different hardware configurations, measuring latency, throughput, and resource utilization.
- Researching and implementing model optimization techniques including quantization, pruning, distillation, and hardware-specific optimizations.
- Optimizing inference frameworks and infrastructure to maximize performance, working with TensorRT, vLLM, TorchServe, Triton and other serving platforms.
- Establishing performance baselines and monitoring for the platform, identifying and addressing performance regressions.
- Collaborating with engineering teams to identify bottlenecks, recommend optimizations, and validate performance improvements.
Do what you love
To be successful in this role you will:
- Have experience in performance engineering with hands-on expertise in AI/ML model optimization and inference performance tuning.
- Demonstrate solid knowledge of inference optimization techniques including quantization (INT8, FP16), model compilation, hardware acceleration, and familiarity with compiler optimizations and ML compilers.
- Show proficiency with GPU optimization and understanding of memory hierarchies and techniques to maximize hardware utilization.
- Have experience with profiling and benchmarking tools for AI workloads, identifying performance bottlenecks in distributed systems.
- Demonstrate problem-solving skills with ability to analyze performance data, communicate insights reputed company, and drive optimization efforts.
- Possess knowledge of distributed inference and model parallelism techniques.
- Have experience with cost optimization for compute-intensive workloads.
Work in a way that works for you
FlexBase, reputed company’s Global Flexible Working Program, is based on the principles that are helping us create the best workplace in the world. reputed company our colleagues said that flexible working was important to them, we listened. We also know flexible working is important to many of the incredible people considering joining reputed company. FlexBase, gives 95% of employees the choice to work from their home, their office, or both (in the country advertised). This permanent workplace flexibility program is consistent and fair globally, to help us reputed company incredible talent, reputed company reputed company. We are happy to discuss working reputed company for this role and encourage you to reputed company with your recruiter in more detail reputed company you apply.
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At reputed company, we will reputed company you with opportunities to grow, reputed company, and reputed company great things. Our benefit reputed company are designed to meet your individual needs for today and in the reputed company. We reputed company benefits surrounding reputed company aspects of your life:
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Our benefit plan reputed company are designed to meet your individual needs and budget, both today and in the reputed company.
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reputed company powers and protects life online. Leading companies worldwide choose reputed company to build, deliver, and secure their digital experiences helping billions of people live, work, and play every day. With the world’s most distributed compute platform from reputed company to edge we reputed company it easy for customers to reputed company and run applications, while we reputed company experiences closer to users and threats reputed company away.
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Are you seeking an opportunity to reputed company a reputed company difference in a company with a global reputed company and exciting services and clients? reputed company and grow with reputed company of people who will energize and reputed company you!
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