{"id":122667,"url":"https://alion.io/job/avanade-ai-ops-engineer","title":"AI Ops Engineer","company":{"id":7762,"name":"Avanade","domain":"bit.ly","url":"https://alion.io/company/avanade","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"HeadHunter","truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"senior","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Bengaluru, India"],"countries":["IN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":24000,"max_usd":53000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":29},"experience_years_min":6,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Amazon CloudWatch","optional":false},{"name":"Amazon 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Testing","optional":true},{"name":"FinOps","optional":true},{"name":"LiveKit","optional":true},{"name":"Twilio","optional":true}],"status":"live","first_seen_at":"2026-08-25T15:06:08Z","employer_posted_date":null,"last_verified_at":"2026-08-25T15:06:08Z","board_verified":false,"closed_at":null,"days_open":53,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":53},"description":"The core responsibilities for the job include the following:\nMulti-Cloud Infrastructure Architecture:\nDesign production-grade infrastructure across AWS, GCP, and Azure.\nArchitect private, low-latency interconnects between clouds: AWS Direct Connect, GCP Cloud Interconnect, Azure ExpressRoute, Dedicated cross-cloud networking solutions.\nDeploy multi-region infrastructure for HA and DR.\nImplement IaC (Terraform, Pulumi, CloudFormation) across all clouds.\nAI/ML Services & API Integration:\nDeploy and optimize Google Gemini APIs, Vertex AI APIs, and Bedrock APIs.\nImplement ASR/STT services from Deepgram, Google Cloud Speech-to-Text, Azure Speech Services, Whisper, Baseten, More.\nConfigure TTS services: Google Cloud TTS, Azure Speech, and ElevenLabs.\nImplement model serving infrastructure for fine-tuned models.\nSecurity & Network Engineering:\nDesign Zero Trust network architectures across multi-cloud.\nConfigure VPCs, VNets, security groups, NACLs, and firewall rules.\nImplement private endpoints and PrivateLink configurations.\nSet up VPN tunnels, peering connections, and transit gateways.\nImplement secrets management, encryption, and key rotation.\nMaintain compliance: SOC 2 ISO 27001 and ISO/IEC 42001 if not practical, theoretical understanding of AI-regulated compliances like ISO/IEC 42001:2023 and ISO/IEC 27001 is a must.\nCompute & Container Orchestration:\nCreate and manage VMs, instance groups, and auto-scaling.\nDeploy Kubernetes clusters (EKS, GKE, AKS).\nImplement GPU compute infrastructure, NVIDIA A100 H100 and TPUs.\nOptimize compute costs while meeting performance SLAs.\nPerformance & Reliability:\nDesign for sub-100ms latency in voice AI pipelines.\nImplement monitoring and observability: Datadog, Grafana, CloudWatch, and Cloud Monitoring.\nBuild automated incident response and self-healing infrastructure.\nConduct performance testing, load testing, and capacity planning.\nRequirements:\n6+ years of hands-on cloud infrastructure experience\n3+ years working across multiple cloud providers simultaneously\nProven track record with production AI/ML workloads\nDeep expertise in at least 2 of AWS, GCP, and Azure\nExperience with real-time voice/audio systems\n:\nTechnical Skills Must-Have:\nVM Management: AWS EC2 GCP Compute Engine, and Azure VMs, creation, configuration, hardening, and lifecycle management.\nAdvanced Networking: VPCs, subnets, route tables, NAT gateways, Load Balancers (ALB, NLB, Cloud Load Balancing, Azure LB), DNS (Route 53 Cloud DNS, Azure DNS), Private Connectivity, VPN tunnels, Direct Connect / Cloud Interconnect / ExpressRoute, PrivateLink / Private Service Connect.\nCross-Cloud Networking: Transit gateways, hub-spoke architectures, multi-cloud mesh.\nContainer Orchestration: Kubernetes (EKS, GKE, AKS), Docker, Helm, Service Mesh (Istio, Linkerd).\nInfrastructure as Code: Terraform (required), CloudFormation, Pulumi, and ARM templates.\nSecurity: IAM, RBAC, security groups, NACLs, WAF, DDoS protection, secrets management (Vault, Secrets Manager).\nCI/CD: GitHub Actions, GitLab CI, Cloud Build, CodePipeline, Security scanning integration.\nAI/ML Infrastructure Must Have:\nGoogle Gemini APIs / Vertex AI or equivalent LLM platforms.\nProduction STT deployment (Deepgram, Google Speech, Azure Speech, Whisper).\nProduction TTS deployment (Google TTS, Azure TTS, ElevenLabs).\nModel serving patterns, GPU allocation, and inference optimization.\nReal-time streaming protocols (WebRTC, WebSocket, gRPC).\nNice to Have:\nLiveKit, Twilio, or similar real-time communication platforms.\nTelephony/VoIP background (SIP trunking, PSTN integration).\nMLOps: model versioning, A/B testing, and canary deployments.\nFinOps: cost optimization, reserved/spot instances.\nCertifications:\nAWS Solutions Architect Professional.\nGCP Professional Cloud Architect.\nAzure Solutions Architect Expert.\nAI governance frameworks (ISO/IEC 42001:2023).","description_format":"text","description_chars":3868,"description_truncated":false,"requirements":{"experience_years_min":6,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["IT Consulting & Digital Transformation","Enterprise Apps Implementation Partners","Cloud Consulting & Migration"],"lifecycle":[{"event":"open","at":"2026-08-25T15:06:08Z"}],"visa":[{"country":"US","licensed_sponsor":true,"evidence":"H-1B filings in 12 months: 39 · green card filings: 29","filings_12m":39,"filings_prev_12m":69,"green_card_filings_12m":29,"median_offered_wage_usd":147500,"route":null,"cap_exempt":false,"checked_at":"2026-10-15T11:24:14+00:00","sources":["US Department of Labor: LCA disclosure data (H-1B, H-1B1, E-3)","US Department of Labor: PERM disclosure data (green cards)"],"filings_for_role_12m":11}],"liveness":{"score":11,"band":"cold","label":"Long shot","p_open":0.4,"p_active":0.608,"p_room":0.45,"age_days":52,"expected_fill_days":31,"reasons":["seen:52","win:tail"],"computed_at":"2026-10-17T05:46:00Z"},"pay":null,"html_url":"https://alion.io/job/avanade-ai-ops-engineer","json_url":"https://alion.io/job/avanade-ai-ops-engineer.json","meta":{"generated_at":"2026-10-17T21:15:32Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether 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