Quality Assurance

14 hours ago

bangalore, India JPMorgan Chase Full time

We have an exciting and rewarding opportunity for you to take your software engineering career to the next level. We are building a next generation, cloud-native digital communication compliance platform designed to process, index and search massive volumes of enterprise communication and content data across email, chat, voice and other enterprise collaboration systemsAs a Sr Performance Test Engineer within our Quality Assurance team, you will have the opportunity to take your software engineering career to the next level by collaborating with cross-functional teams to design, build, and optimize low-latency, high-throughput systems for our next-generation, cloud-native digital communication compliance platform.Job responsibilitiesDefine, measure and continuously improve latency, throughput and scalability KPIs for indexing, search and retrieval workflowsRun capacity modelling and stress testing end-to-end for the product spanning compute, storage and networking layersMonitor the unit cost model and overall costs while ensuring SLIs/SLOs and SLAs are metWork with team to design auto-scaling strategies and workload distribution patternsEvaluate cloud resource economics (compute vs query volume trade-offs, cold vs hot tier storage)Work with Operational teams to validate cluster configs, replica strategies and fault tolerance setupsBuild required tooling to simulate real-world workloads, drive initiatives such as chaos testingBuild the quality gates for automated performance, regression testing in the CI/CD pipelinesImplement continuous performance base lining and track key metrics across product releasesUncover and investigate mem leaks, GC overhead, i/o contentions leveraging observability stacksCollaborate with Architects and Product to optimize product on non-functional aspects eliminating toil Required qualifications, capabilities, and skills10+ years of experience in performance engineering with 2+ years on Search and indexingFormal education in computer science engineering with strong knowledge of OS, networking, caching and distributed systemsDeep understanding of search engines (Elastic/OpenSearch/Solr/Lucene) and data pipelines(Kafka/Spark)Advanced programmer in Java, Python, Perl (scripting)Hands-on experience with performance tools - JMeter, Gatling, JFR, k6 etcHands-on experience with AWS services and eco system - EC2, EKS, S3, cloud watchHands-on experience with observability and monitoring tools such Prometheus, Grafana, Open TelemetryHands-on experience with K8s, Terraform, Helm and CI/CD tooling - Jenkins, GitHub actions, ArgoPrior experience of testing and optimizing systems processing cloud scale data volumes(petabytes)Analytical mindset with a bias for data-driven tuningStrong cross-collaborator with excellent communication skills (documentation and presentation skills) Preferred qualifications, capabilities, and skillsExperience / knowledge / exposure to MLOps Experience / knowledge of model governance and explainabilityExperience with compliance and risk or financial services

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