{"id":3117631,"url":"https://alion.io/job/tata-consultancy-services-platform-engineer-aiml-infrastructure","title":"Platform Engineer - AI/ML Infrastructure","company":{"id":222,"name":"Tata Consultancy Services","domain":"tcs.com","url":"https://alion.io/company/tata-consultancy-services","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Career site","truth_index":{"grade":"A","score":100,"open_postings":200,"ghost_share":0.01,"stale_share":0,"repost_share":0.025,"time_to_fill_p50_days":3,"computed_at":"2026-10-29T05:49:05Z"}},"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":["Toronto, Canada"],"countries":["CA"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":74000,"max_usd":136000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":74},"experience_years_min":8,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"ArgoCD","optional":false},{"name":"Bash","optional":false},{"name":"CI/CD","optional":false},{"name":"External Secrets","optional":false},{"name":"FluxCD","optional":false},{"name":"Gateway API","optional":false},{"name":"GitHub Actions","optional":false},{"name":"GitOps","optional":false},{"name":"HAProxy","optional":false},{"name":"HashiCorp Vault","optional":false},{"name":"Helm","optional":false},{"name":"Jenkins","optional":false},{"name":"Kubernetes","optional":false},{"name":"Linux","optional":false},{"name":"LlamaIndex","optional":false},{"name":"Microsoft Entra ID","optional":false},{"name":"PostgreSQL","optional":false},{"name":"PowerShell","optional":false},{"name":"RabbitMQ","optional":false},{"name":"Redis","optional":false},{"name":"Unix","optional":false},{"name":"Go","optional":true},{"name":"LangChain","optional":true},{"name":"Python","optional":true},{"name":"Temporal","optional":true}],"status":"live","first_seen_at":"2026-10-22T22:42:37Z","employer_posted_date":"2026-10-26","last_verified_at":"2026-10-29T09:27:01Z","board_verified":true,"closed_at":null,"days_open":6,"trust":{"level":"ok","repost_count":1,"flags":[],"days_open":6},"description":"Role: Engineer. Skills: Artificial Intelligence. Experience: 8 - 12 Years\nInclusion without Exception\nTata Consultancy Services (TCS) is an equal opportunity employer, and embraces diversity in race, nationality, ethnicity, gender, age, physical ability, neurodiversity, and sexual orientation, to create a workforce that reflects the societies we operate in. Our continued commitment to Culture and Diversity is reflected in our people stories across our workforce and implemented through equitable workplace policies and processes.\nTCS has been serving the Canadian marketplace for more than 35 years and today is the technology partner of choice for many of the country's leading organizations. As one of the largest IT services providers in Canada and globally, TCS is aiming to become the world's largest AI-led technology services company and is enabling its clients to transform themselves across the full AI stack, from infrastructure to intelligence.\nRooted in the heritage and values of the Tata Group, TCS is focused on creating long-term value for its clients, investors, employees, and the communities it serves. With a highly skilled workforce supporting customers from coast to coast, TCS has consistently been recognized as a Top Employer by the Top Employers Institute, including a recent top ranking at the country level.\nTCS also sponsors 14 of the world's most prestigious marathons and endurance events, including the TCS Toronto Waterfront Marathon, reflecting its commitment to health, sustainability, and community empowerment.\nPlatform Engineer - AI/ML Infrastructure\nRoles and responsibilities:\nWere seeking a skilled Platform Engineer to deploy and manage our AI/ML infrastructure, e.g LlamaIndex Cloud and KDB.AI applications on Kubernetes Platform.\nYoull be responsible for building reliable, scalable, and secure deployment pipelines using modern GitOps practices.\nDeploy and manage LlamaIndex Cloud and KDB.AI applications and similar products supporting AI workloads across Dev/QA/Prod environments\nImplement GitOps workflows using Flux CD for automated deployments\nAdminister Kubernetes clusters across multiple environments\nConfigure HashiCorp Vault for secrets management and ExternalSecrets integration\nMaintain CI/CD pipelines with GitHub Actions and Artifactory\nWork with enterprise Identity Management team to configure OIDC authentication with Microsoft Entra ID\nCreate and maintain Helm charts and Kubernetes manifests\nMonitor application performance and troubleshoot production issues\nDocument procedures, runbooks, and infrastructure patterns\nRequired Skills\nCore Technologies:\nManaging production Kubernetes clusters\nExperience with Flux CD, ArgoCD, or similar GitOps tools\nAdvanced Helm chart development and management\nHashiCorp Vault for secrets management\nArtifactory or similar container registries\nCI/CD with GitHub Actions, Jenkins, or similar\nInfrastructure & Database:\nPostgreSQL, MongoDB, Redis, RabbitMQ administration\nDatabase HA/failover configurations (PgBouncer, HAProxy)\nLinux/Unix systems and shell scripting (Bash, PowerShell)\nKubernetes networking, Ingress, and Gateway API\nNice to Have:\nExperience with LlamaIndex, LangChain, or AI/ML pl atforms\nVector databases or KDB.AI knowledge\nTemporal.io workflow orchestration\nPython/Go for automation\nTata Consultancy Services Canada Inc. is committed to meeting the accessibility needs of all individuals in accordance with the Accessibility for Ontarians with Disabilities Act (AODA) and the Ontario Human Rights Code (OHRC). Should you require accommodation during the recruitment and selection process, please inform Human Resources.\nThank you for your interest in TCS. Candidates that meet the qualifications for this position will be contacted within a 2-week period. 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