76 to 92 of 92 Ray Jobs

agentic applications. Your depth of expertise in technologies including Golang and Python programming languages, popular distributed compute frameworks including Spark/Dask/Ray/Flink, container (e.g., Kubernetes) and serverless (e.g., AWS Lambda) runtime environments, and ML+AI workload patterns will provide an amplifying technical element that is paramount … build control and data plane implementations required to realize a highly available, multi-tenant, large scale and a secure machine learning platform Develop Ray and Spark distributed compute engine solutions to accelerate diverse workloads from LLM pre-training and reinforcement learning to large-scale data processing, while maximizing compute unit ...

agentic applications. Your depth of expertise in technologies including Golang and Python programming languages, popular distributed compute frameworks including Spark/Dask/Ray/Flink, container (e.g., Kubernetes) and serverless (e.g., AWS Lambda) runtime environments, and ML+AI workload patterns will provide an amplifying technical element that is paramount … build control and data plane implementations required to realize a highly available, multi-tenant, large scale and a secure machine learning platform Develop Ray and Spark distributed compute engine solutions to accelerate diverse workloads from LLM pre-training and reinforcement learning to large-scale data processing, while maximizing compute unit ...

autoencoders etc.) Extensive experience with pytorch, numpy, pandas Hands‐on experience in implementing distributed/multi‐threaded/scalable applications (incl. frameworks such as Ray, Horovod, DeepSpeed, etc.) Able to communicate technical information and ideas at all levels; convey information clearly and create trust with stakeholders. Preferred qualifications, capabilities … skills Experience designing/implementing pipelines using DAGs (e.g. Kubeflow, DVC, Ray) Experience of big data technologies (e.g. Spark, Hadoop) Have constructed batch and streaming microservices exposed as REST/gRPC endpoints Familiarity with GraphQL We recognize that our people are our strength and the diverse talents they bring ...

autoencoders etc.)Extensive experience with pytorch, numpy, pandasHands-on experience in implementing distributed/multi-threaded/scalable applications (incl. frameworks such as Ray, Horovod, DeepSpeed, etc.)Able to communicate technical information and ideas at all levels; convey information clearly and create trust with stakeholders.Preferred qualifications, capabilities, and skillsExperience designing …/implementing pipelines using DAGs (e.g. Kubeflow, DVC, Ray)Experience of big data technologies (e.g. Spark, Hadoop)Have constructed batch and streaming microservices exposed as REST/gRPC endpointsFamiliarity with GraphQL#CIBAppliedAIJ.P. Morgan is a global leader in financial services, providing strategic advice and products to the world’s most prominent ...

with Machine Learning experiment tracking and model registries using MLflow, Weights & Biases, Neptune, ClearML or a similar platform.Experience with distributed training frameworks such as Ray, DeepSpeed, Horovod or PyTorch FSDP.Hands-on experience optimising models for inference using TensorRT, ONNX Runtime, OpenVINO, quantisation or pruning.Strong Docker and containerisation skills, including multi … Nomad or other container-orchestration platforms.Airflow, Prefect, Dagster, Metaflow or similar workflow tools.Kafka, Pulsar, Redis Streams, RabbitMQ or other event-driven technologies.Triton Inference Server, Ray Serve, TorchServe, BentoML or Seldon Core.DVC, LakeFS, Delta Lake, Feast or other data-versioning and feature-store technologies.Terraform, Pulumi, CloudFormation or Ansible.GPU cluster management ...

across Linux, networking, storage, containers, Kubernetes, distributed runtimes, and production debugging.Experience with ML serving frameworks such as vLLM, Triton Inference Server, TensorRT, TorchServe, KServe, Ray Serve, or equivalent systems.Proficiency in Python for infrastructure automation, tooling, debugging, integration, and operational workflows.Practical understanding of performance tradeoffs across batching, concurrency, memory usage … planning, procurement input, reserved capacity strategy, cloud accelerator economics, or GPU fleet cost management.Experience with distributed training frameworks such as DeepSpeed, Megatron-LM, FSDP, Ray, or equivalent systems.Experience debugging CUDA, NCCL, kernel, driver, runtime, memory, networking, or low-level performance issues.Experience with Rust, C++, Go, CUDA, or other systems languages ...

systems across cloud and edge environments. Key Skills and Requirements Strong Python/PyTorch and ML infrastructure experience Experience with distributed ML training using Ray, DeepSpeed or PyTorch Lightning Strong MLflow, model registry and ML lifecycle experience Experience with TensorRT, ONNX, quantisation and model deployment Strong Docker, CI/… SKILLS: MLOps/MLOps Engineer/ML Infrastructure/ML Platform/AI Engineer/Machine Learning/ML/Python/PyTorch/Ray/DeepSpeed/PyTorch Lightning/MLflow/TensorRT/ONNX/Docker/Kubernetes/CI/CD/GitHub Actions/Prometheus/ ...

Location: Bristol; Leeds, UK; Manchester, UK; Telford; Worthing, UK; Stratford-upon-Avon CV37, UK; Reading, UK; City of Westminster; Cardiff, UK; Edinburgh, UK; Glasgow City, Glasgow, UKSalary: 45,544 - 55,157 per yearEmployment: FlexibleCategory: ITPosted ...

Location: Bristol; Leeds, UK; Manchester, UK; Telford; Worthing, UK; Stratford-upon-Avon CV37, UK; Reading, UK; City of Westminster; Cardiff, UK; Edinburgh, UK; Glasgow City, Glasgow, UKSalary: 45,544 - 55,157 per yearEmployment: FlexibleCategory: ITPosted ...

Location: Bristol; Leeds, UK; Manchester, UK; Telford; Worthing, UK; Stratford-upon-Avon CV37, UK; Reading, UK; City of Westminster; Cardiff, UK; Edinburgh, UK; Glasgow City, Glasgow, UKSalary: 45,544 - 55,157 per yearEmployment: FlexibleCategory: ITPosted ...

Location: Bristol; Leeds, UK; Manchester, UK; Telford; Worthing, UK; Stratford-upon-Avon CV37, UK; Reading, UK; City of Westminster; Cardiff, UK; Edinburgh, UK; Glasgow City, Glasgow, UKSalary: 45,544 - 55,157 per yearEmployment: FlexibleCategory: ITPosted ...

Location: Bristol; Leeds, UK; Manchester, UK; Telford; Worthing, UK; Stratford-upon-Avon CV37, UK; Reading, UK; City of Westminster; Cardiff, UK; Edinburgh, UK; Glasgow City, Glasgow, UKSalary: 45,544 - 55,157 per yearEmployment: FlexibleCategory: ITPosted ...

Location: Bristol; Leeds, UK; Manchester, UK; Telford; Worthing, UK; Stratford-upon-Avon CV37, UK; Reading, UK; City of Westminster; Cardiff, UK; Edinburgh, UK; Glasgow City, Glasgow, UKSalary: 45,544 - 55,157 per yearEmployment: FlexibleCategory: ITPosted ...

Location: Bristol; Leeds, UK; Manchester, UK; Telford; Worthing, UK; Stratford-upon-Avon CV37, UK; Reading, UK; City of Westminster; Cardiff, UK; Edinburgh, UK; Glasgow City, Glasgow, UKSalary: 45,544 - 55,157 per yearEmployment: FlexibleCategory: ITPosted ...

Location: Bristol; Leeds, UK; Manchester, UK; Telford; Worthing, UK; Stratford-upon-Avon CV37, UK; Reading, UK; City of Westminster; Cardiff, UK; Edinburgh, UK; Glasgow City, Glasgow, UKSalary: 45,544 - 55,157 per yearEmployment: FlexibleCategory: ITPosted ...

Location: Bristol; Leeds, UK; Manchester, UK; Telford; Worthing, UK; Stratford-upon-Avon CV37, UK; Reading, UK; City of Westminster; Cardiff, UK; Edinburgh, UK; Glasgow City, Glasgow, UKSalary: 45,544 - 55,157 per yearEmployment: FlexibleCategory: ITPosted ...

depth profiling of large-scale inference pipelines, specifically focusing on KV cache management and heterogeneous memory scheduling. AI Serving: Optimising high-throughput frameworks (vLLM, Ray Serve, PyTorch Distributed) to ensure low-latency, multi-tenant performance. Research Leadership: Contributing to top-tier venues (OSDI, NSDI, EuroSys, MLSys) and driving those innovations … Stack: Strong proficiency in C/C++ for systems work, with Python for rapid prototyping. Expertise: Hands-on experience with LLM serving frameworks ( vLLM, Ray Serve, TensorRT-LLM ) and distributed algorithms. Mindset: A solid grounding in systems research methodology and performance profiling tools. The "Value Add" (Desired): A PhD focused ...