{"id":4061714,"url":"https://alion.io/job/gsk-associate-director-ai-ml-and-cloud-security-ai-platform-engineering","title":"Associate Director - AI ML and Cloud Security - AI Platform Engineering","company":{"id":6649,"name":"GSK","domain":"gsk.com","url":"https://alion.io/company/gsk","size_band":"5000+","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workday","truth_index":{"grade":"A","score":88,"open_postings":72,"ghost_share":0,"stale_share":0.653,"repost_share":0.042,"time_to_fill_p50_days":16,"computed_at":"2026-11-12T10:38:37Z"}},"role":"Leadership","role_family":"Leadership","seniority":"head","employment_type":"full_time","work_mode":"remote","remote_scope":"stated_countries","remote_scope_basis":"posting_text","remote_working_hours":null,"hiring_geo_confidence":"inferred","locations":["Bengaluru, India"],"countries":["IN"],"hiring_countries":["IN","GB"],"hiring_countries_total":2,"salary":null,"salary_estimate":null,"experience_years_min":15,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"Azure","optional":false},{"name":"Azure AKS","optional":false},{"name":"CI/CD","optional":false},{"name":"GCP","optional":false},{"name":"Google GKE","optional":false},{"name":"KServe","optional":false},{"name":"Kubernetes","optional":false},{"name":"LLM","optional":false},{"name":"LLMOps","optional":false},{"name":"Platform Engineering","optional":false},{"name":"vLLM","optional":false},{"name":"IAM","optional":true},{"name":"MLFlow","optional":true},{"name":"Python","optional":true},{"name":"RAG","optional":true},{"name":"Terraform","optional":true}],"status":"live","first_seen_at":"2026-11-09T00:00:00Z","employer_posted_date":"2026-11-09","last_verified_at":"2026-11-12T13:35:58Z","board_verified":true,"closed_at":null,"days_open":3,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":3},"description":"GSK remains committed to achieving bold commercial ambitions for the future. By 2031, we aim to deliver £40 billion in annual sales, leveraging our existing strong performance momentum to significantly increase our positive impact on the health of billions of patients globally. Our Ahead Together strategy is centred on early intervention to prevent and alter the course of disease, thereby protecting people and supporting healthcare systems.\nOur diverse portfolio consists of vaccines, specialty medicines, and general medicines.\nThrough continuous innovation and a dedicated focus on scientific and technical excellence, we strive to develop and launch new, groundbreaking treatments that address critical health challenges.\nDomain focus: AI Platform Engineering and cloud security posture across Azure and GCP.\nJob Purpose:\nBuild and own the AI and ML platform infrastructure for Cyber Architecture and Solutions, and lead engineering delivery of the data fabric pipeline. You translate AI Architecture's data fabric design into built, tested and vendor-ready infrastructure. The design is owned by Architecture, this role builds it, and the vendor operates it once delivered.\nAbout the team:\nAI ML and Cloud Security is the function through which GSK is transforming security itself. The team designs and builds the agentic framework, a multi-agent platform moving security services across the Chief Security Office from rule-based to AI-driven operation. It owns AI architecture and AI engineering end to end: the agent layer, LLM orchestration, the AI and ML platform, and the data fabric pipeline that Cyber Architecture and Solutions designs, builds and tests before a managed service vendor operates it. The team also governs AI tool security posture, advises on cloud security across the Azure and GCP estate, and is the front door between GSK's business units and R&D and the technical AI function. AI security standards set here are binding on every AI initiative in GSK. Seventeen roles across the UK, India and the US.\nWhat makes this role different. Infrastructure and data engineering rather than model or agent work. You will own Kubernetes and container orchestration, CI/CD for AI and ML workloads, and the data ingestion and transformation layers beneath the data fabric. The handover standard is the thing that matters: a vendor will operate this pipeline without you, so documentation and test evidence are part of the deliverable. If you want to be building agents, that is a different post in this team.\nKey responsibilities:\nThis role will provide you the opportunity to lead key activities to progress your career. These responsibilities include some of the following:\nOwn the AKS and GKE clusters, GPU node pools and model-serving tier that every Cyber Architecture and Solutions agent runs on, including capacity, upgrade and resilience planning.\nLead engineering delivery of the data fabric pipeline, translating architecture specifications into built, tested, vendor-ready infrastructure.\nOwn Kubernetes and container orchestration for AI and ML workloads.\nOwn CI/CD pipelines for AI and ML delivery.\nOwn data ingestion and transformation layers, and govern data ingestion into the fabric.\nIntegrate security controls into the platform by design, to the binding AI security standards.\nPrepare data fabric and platform handover packages so the vendor can operate them from day one.\nOwn the contract between the platform and agent layers - model-serving endpoints, vector index service levels and the token and cost budget per agent - and renegotiate it when an agent outgrows it.\nLead the platform engineers delivering the data fabric and model-serving tier, and keep enough of your own week on the estate to make credible design calls.\nRun the shadow and reverse-shadow period where the vendor operates the data fabric under your supervision, and hold the handover gate until their runbook survives an injected failure.\nLead your team in using approved AI tools to improve productivity and ways of working, role-modelling responsible use and follow GSK's Responsible AI, privacy and security requirements.\nOwn cloud security posture across Azure and GCP for the AI estate - posture findings, misconfiguration remediation routing and the standards the platform is held to.\nBuild and maintain the platform through infrastructure as code, so every environment is reproducible and every change is traceable.\nBasic Qualifications:\n15+ years in platform, cloud or AI security engineering in a regulated environment - domain focus: AI Platform Engineering and cloud security posture across Azure and GCP\nLeading AI/ML platform engineering - Kubernetes and CI/CD for AI/ML workloads, GPU and compute provisioning, model serving, vector database operations, MLOps/LLMOps pipelines, model and prompt versioning and observability\nBuilding the data fabric pipeline to specification with security by design - encryption at rest and in transit, RBAC, audit logging and classification enforcement - and owning data ingestion governance and change control\nManaging the vendor's agentic transformation of the data fabric and vendor readiness for operations handover, ensuring GSK requirements, classification controls and resilience standards are maintained\nGPU scheduling and model-serving operations at scale - KServe or vLLM behind an autoscaled Kubernetes pool, with p95 latency and cost per thousand tokens held to a published budget.\nPreferred Qualifications:\nTerraform, infrastructure as code and cloud-native tooling, with vector databases and AI platform components\nCloud IAM, workload protection and AI workload detection controls\nCompute and data pipeline infrastructure supporting autonomous AI agent operation\nGPU and compute cost management and capacity planning for AI workloads\nRunning a large-scale ingestion or data fabric pipeline in production, including backfill, schema evolution and the cost curve as volume grows.\nQualifications: Bachelor's degree in a relevant discipline, or equivalent professional experience.\nTypical tools and technologies: Kubernetes with GPU and compute provisioning, model serving using KServe or vLLM, MLOps and LLMOps CI/CD pipelines, model registries and MLflow, vector database operations, data fabric pipeline engineering, Terraform and infrastructure as code, cloud security posture management across Azure and GCP, production Python.\n Skills\nAgentic AI Security, AI Agent Identity, AI for Cybersecurity, Application Security, Cloud Security, Computer Programming, Data Security, Identity Access Management (IAM), Information Systems, Infrastructure Security, LLM Architecture, LLM Orchestration, ML Security, Operating Systems Security, RAG Pipeline, Scripting, Security Engineering, Security Technologies, Security Testing, Vulnerability ManagementWhy GSK?\nUniting science, technology and talent to get ahead of disease together.\nGSK is a global biopharma company with a purpose to unite science, technology and talent to get ahead of disease together. We aim to positively impact the health of 2.5 billion people by the end of the decade, as a successful, growing company where people can thrive. We get ahead of disease by preventing and treating it with innovation in specialty medicines and vaccines. We focus on four therapeutic areas: respiratory, immunology and inflammation; oncology; HIV; and infectious diseases - to impact health at scale.\nPeople and patients around the world count on the medicines and vaccines we make, so we’re committed to creating an environment where our people can thrive and focus on what matters most. Our culture of being ambitious for patients, accountable for impact and doing the right thing is the foundation for how, together, we deliver for patients, shareholders and our people.\nInclusion at GSK:\nAs an employer committed to Inclusion, we encourage you to reach out if you need any adjustments during the recruitment process.\nPlease contact our Recruitment Team at  to discuss your needs.\nImportant notice to Employment businesses/ Agencies\nGSK does not accept referrals from employment businesses and/or employment agencies in respect of the vacancies posted on this site. All employment businesses/agencies are required to contact GSK's commercial and general procurement/human resources department to obtain prior written authorization before referring any candidates to GSK. The obtaining of prior written authorization is a condition precedent to any agreement (verbal or written) between the employment business/ agency and GSK. In the absence of such written authorization being obtained any actions undertaken by the employment business/agency shall be deemed to have been performed without the consent or contractual agreement of GSK. GSK shall therefore not be liable for any fees arising from such actions or any fees arising from any referrals by employment businesses/agencies in respect of the vacancies posted on this site.\nIt has come to our attention that the names of GlaxoSmithKline or GSK or our group companies are being used in connection with bogus job advertisements or through unsolicited emails asking candidates to make some payments for recruitment opportunities and interview. Please be advised that such advertisements and emails are not connected with the GlaxoSmithKline group in any way.\nGlaxoSmithKline does not charge any fee whatsoever for recruitment process. Please do not make payments to any individuals / entities in connection with recruitment with any GlaxoSmithKline (or GSK) group company at any worldwide location. Even if they claim that the money is refundable.\nIf you come across unsolicited email from email addresses not ending in gsk.com or job advertisements which state that you should contact an email address that does not end in “gsk.com”, you should disregard the same and inform us by emailing , so that we can confirm to you if the job is genuine.","description_format":"text","description_chars":9970,"description_truncated":false,"requirements":{"experience_years_min":15,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[{"name":"India","iso":"IN","kind":"country"},{"name":"United Kingdom","iso":"GB","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Artificial Intelligence","Cloud Security","Oncology Therapeutics","Infectious Disease Therapeutics"],"lifecycle":[{"event":"open","at":"2026-11-11T08:55:44Z"}],"visa":[],"liveness":{"score":63,"band":"ok","label":"Likely open","p_open":1,"p_active":0.632,"p_room":1,"age_days":3,"expected_fill_days":16,"reasons":["conf:12","stale_co","velocity","win:early","comp:brand"],"computed_at":"2026-11-12T10:38:37Z"},"pay":null,"html_url":"https://alion.io/job/gsk-associate-director-ai-ml-and-cloud-security-ai-platform-engineering","json_url":"https://alion.io/job/gsk-associate-director-ai-ml-and-cloud-security-ai-platform-engineering.json","meta":{"generated_at":"2026-11-12T22:10:16Z","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 they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler_verified","counted_by":"address","units_charged":1,"used_today":46839,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-13T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.1,"usd":0.01,"plus_per_slice":{"credits":0.05,"usd":0.005}},"unit":"per company, plus each slice with data","note":"the employer in depth","call":{"mcp_tool":"get_company","arguments":{"id":6649},"rest":"https://alion.io/mcp/rest/get_company?id=6649"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fgsk-associate-director-ai-ml-and-cloud-security-ai-platform-engineering"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"free","price":{"credits":0,"usd":0},"unit":"per slice","note":"pay, demand and time to fill for this role and place","call":{"mcp_tool":"market_stats"},"human":"https://alion.io/catalog?offer=market.stats&for=job%2Fgsk-associate-director-ai-ml-and-cloud-security-ai-platform-engineering"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.1,"usd":0.01},"unit":"per posting in a list","note":"similar open postings","call":{"mcp_tool":"search_jobs"},"human":"https://alion.io/catalog?offer=job.search&for=job%2Fgsk-associate-director-ai-ml-and-cloud-security-ai-platform-engineering"},{"id":"company.verify","title":"Is this company real and active right now","status":"pilot","price":null,"unit":"per company","request":{"url":"https://alion.io/catalog/request","method":"POST","body":"{\"offer\": \"company.verify\", \"for\": \"job/gsk-associate-director-ai-ml-and-cloud-security-ai-platform-engineering\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fgsk-associate-director-ai-ml-and-cloud-security-ai-platform-engineering"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":4061714}},{"tool":"search_jobs","arguments":{"company":"gsk.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":4061714},"note":"people open to offers who fit this vacancy"}],"note":"The same data through MCP tools: https://alion.io/mcp/open needs no sign-in (compact searches, postings, people); https://alion.io/mcp with an Alion account has everything. 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