05 Aug
|
Standard Chartered India
|
Bengaluru
05 Aug
Standard Chartered India
Bengaluru
Job SummarynAs a AI Ops Engineer, you will play a critical role in the design, development, and deployment of AI platform. You will work collaboratively with a cross-functional teams, focusing on MLOps u0026 LLMops pipeline, machine learning standardization, GPU and cloud platform setup, and data integrations. Your expertise will be pivotal in ensuring the scalability, reliability, and efficiency of our AI solutions.nnnKey ResponsibilitiesnnResponsible for designing and delivering hybrid AI Platform.nMaintain scalable, efficient and reliable data and AI pipelines.nMaintain MLOps and LLMOps pipeline across Databricks and on-prem clusters.nDevelop and implement AI and ML models to enhance operations and automate routine tasks.nMonitor and analyse system performance, identifying and resolving issues proactively.nCreate and maintain documentation for AIOps processes and solutions.nConduct root cause analysis and implement corrective actions to prevent future incidents.nDesign, implement u0026 maintain monitoring strategy for AI Platform across central observability.nEnsure AI platform delivery and services meet security and risk requirements and operational SLA.nCollaborate with data scientist, data engineers, and central data governance team to align with a standardised data strategy.nCollaborate with other teams to integrate AIOps solutions to existing services (ServiceNow, Elk, etc)nCross-Collaborate with technology and architecture teams to align with best practices and standards.nPerform code-reviews ensuring lower tech debt and avoiding spaghetti code.nStay up to date with industry trends,
research in artificial intelligence field.nDevelop and maintain strong relations ships with internal and external stakeholders.nnRegulatory u0026 Business ConductnnDisplay exemplary conduct and live by the Groups Values and Code of Conduct.nTake personal responsibility for embedding the highest standards of ethics, including regulatory and business conduct, across Standard Chartered Bank. This includes understanding and ensuring compliance with, in letter and spirit, all applicable laws, regulations, guidelines and the Group Code of Conduct.nEffectively and collaboratively identify, escalate, mitigate and resolve risk, conduct and compliance matters.nnKey stakeholdersnnTTO Management TeamnTu0026A Management TeamnCDOnSoftware Engineering Platform TeamsnBusiness, Regional u0026 Country CIOs u0026 COOsnOperational, Technology u0026 Cyber RisknChief Data OfficenGroup and Country Compliance u0026 RegulatorsnGroup Internal AuditnGroup Operational RisknnSkills And ExperiencennHands on with AI platform DevelopmentnHands on with ML framework,
best practices and ops implementationnHands-on experience with GPU computing and optimization for AI workloadsnExperience with MLOps and LLMOps pipeline in Databricks and On-prem clusters.nExperience with design and implementation of robust data integration pipelinesnProgramming languages such as Python, Java, or C++.nnQualificationsnnExperience: 4-6 years of experience in engineering or operation disciplines of AI Ops and ML Ops, with a proven track record of delivering complex AI projects.nTechnical Expertise: Strong proficiency in data platform (e.g. Databricks), CICD (e.g. Azure DevOps), machine learning frameworks (e.g., TensorFlow, PyTorch), MLOps tools (e.g., MLflow, Kubeflow), cloud platforms (e.g., Azure, AWS) and infrastructure as code (e.g. Terraform).nGPU Expertise: Hands-on experience with GPU computing and optimization for AI workloads.nProgramming Skills: Proficiency in programming languages such as Python, Java, C++nData Engineering: Exposure to data engineering, integration, ETL and large datasets.nProblem-Solving: Excellent analytical and problem-solving skills, with the ability to think critically and creatively.nCommunication: Strong interpersonal and communication skills, with the ability to work effectively in a team-oriented team environment.nEducation: Engineering Degree Or EquivalentnTraining: AI / MLnCertifications: AI / ML, Databricks, Azure, TerraformnnAbout Standard CharterednWe're an international bank, nimble enough to act, big enough for impact. For more than 170 years, we've worked to make a positive difference for our clients, communities, and each other. We question the status quo, love a challenge and enjoy finding new opportunities to grow and do better than before. If you're looking for a .
📌 AI Ops Engineer (Bengaluru)
🏢 Standard Chartered India
📍 Bengaluru