{"id":4013846,"url":"https://alion.io/job/google-staff-software-engineer-aiml-cloud-iam-dataset-and-model-training","title":"Staff Software Engineer, AI/ML, Cloud IAM, Dataset and Model Training","company":{"id":82,"name":"Google","domain":"google.com","url":"https://alion.io/company/google","size_band":"5000+","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Career site","truth_index":{"grade":"B","score":78,"open_postings":132,"ghost_share":0.045,"stale_share":0.75,"repost_share":0.045,"time_to_fill_p50_days":30,"computed_at":"2026-11-10T06:52:35Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"staff","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Sunnyvale, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":8,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"Anomaly Detection","optional":false},{"name":"Core ML","optional":false},{"name":"Fine-tuning","optional":false},{"name":"GCP","optional":false},{"name":"IAM","optional":false},{"name":"Least Privilege","optional":false},{"name":"Machine Learning","optional":false},{"name":"Reinforcement Learning","optional":false},{"name":"Synthetic Data","optional":false},{"name":"JAX","optional":true},{"name":"Python","optional":true},{"name":"PyTorch","optional":true},{"name":"Scikit-learn","optional":true},{"name":"Transformers","optional":true},{"name":"XGBoost","optional":true}],"status":"live","first_seen_at":"2026-11-10T06:37:18Z","employer_posted_date":"2026-11-10","last_verified_at":"2026-11-10T11:38:40Z","board_verified":true,"closed_at":null,"days_open":0,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":0},"description":"About the job\nGoogle's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond web search. We're looking for engineers who bring fresh ideas from all areas, including information retrieval, distributed computing, large-scale system design, networking and data storage, security, artificial intelligence, natural language processing, UI design and mobile; the list goes on and is growing every day. As a software engineer, you will work on a specific project critical to Google’s needs with opportunities to switch teams and projects as you and our fast-paced business grow and evolve. We need our engineers to be versatile, display leadership qualities and be enthusiastic to take on new problems across the full-stack as we continue to push technology forward.\nThe Cloud IAM team builds foundational authorization and policy intelligence systems securing Google Cloud Platform for enterprise customers, workloads, and AI agents. You will build core ML models and data pipelines transforming Cloud IAM from a static access control system into an adaptive, risk-aware intelligence engine. Combining dataset engineering and model training expertise with cloud security and reliability focus, you will design scalable data pipelines, train compact risk-scoring models, and integrate explainable ML predictions with deterministic security guardrails. Your systems will evaluate access risk in real time, recommend least-privilege policies, detect risky permission combinations, and help security administrators automate access decisions safely and efficiently.\nIndividual pay is determined by factors including job-related skills, experience, and relevant education or training.US: $207000 - $300000 (USD) + 20% bonus target + equity + benefits\nLearn more about benefits at Google.\nResponsibilities\nDesign and scale training data pipelines using access telemetry, policy graphs, and synthetic data with rigorous de-noising.\nTrain and optimize ML models for Intelligent IAM, focusing on access-risk scoring, anomaly detection, and least-privilege recommendations.\nBuild explainability and calibration layers to provide clear reasoning for risk scores, routing uncertain cases to human review or static rules.\nPartner with security engineers to identify IAM edge cases, ensuring models learn subtle privilege boundaries without over-granting access.\nEstablish evaluation benchmarks and online monitoring to prevent model drift, and optimize models for low-latency Google Cloud serving.\nQualifications\nMinimum qualifications:\nBachelor’s degree or equivalent practical experience.\n8 years of experience in software development.\n5 years of experience testing, and launching software products, and 3 years of experience with software design and architecture.\n5 years of experience with one or more of the following: Speech/audio (e.g., technology duplicating and responding to the human voice), reinforcement learning (e.g., sequential decision making), ML infrastructure, or specialization in another ML field.\n5 years of experience leading ML design and optimizing end-to-end Machine Learning (e.g., model deployment, model evaluation, data processing, debugging, fine tuning).\nPreferred qualifications:\nMaster’s degree or PhD in Engineering, Computer Science, or a related technical field.\n8 years of experience with data structures and algorithms.\n3 years of experience in a technical leadership role leading project teams and setting technical direction.\n8 years of experience training, fine-tuning, and evaluating machine learning and deep learning models in Python (e.g., PyTorch, JAX, scikit-learn, GBDTs/XGBoost, or Transformers).\nExperience with dataset curation, feature engineering, synthetic data generation, and building reproducible ML training and evaluation pipelines at scale.\nExperience developing ranking, retrieval, classification, or risk/anomaly scoring models for production systems.","description_format":"text","description_chars":4081,"description_truncated":false,"requirements":{"experience_years_min":8,"management_years_min":5,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":true},"security_clearance":false,"languages":[]},"benefits":["Equity"],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Advertising","Cloud Platforms (IaaS & PaaS)","Operating Systems","Video & Photo Sharing"],"lifecycle":[{"event":"open","at":"2026-11-10T11:38:40Z"}],"visa":[{"country":"US","licensed_sponsor":true,"adverts_offering_sponsorship_24m":0,"sanctioned_now":false,"evidence":"H-1B filings in 12 months: 8,371 · green card filings: 3","filings_12m":8371,"filings_prev_12m":9292,"green_card_filings_12m":3,"median_offered_wage_usd":192444,"route":null,"cap_exempt":false,"checked_at":"2026-11-10T11:34:35+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":6358}],"liveness":{"score":86,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.86,"p_room":1,"age_days":0,"expected_fill_days":30,"reasons":["conf:0","win:early","comp:brand"],"computed_at":"2026-11-10T12:36:43Z"},"pay":null,"html_url":"https://alion.io/job/google-staff-software-engineer-aiml-cloud-iam-dataset-and-model-training","json_url":"https://alion.io/job/google-staff-software-engineer-aiml-cloud-iam-dataset-and-model-training.json","meta":{"generated_at":"2026-11-10T12:36:43Z","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":29241,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-11T00:00:00Z"}},"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":82},"rest":"https://alion.io/mcp/rest/get_company?id=82"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fgoogle-staff-software-engineer-aiml-cloud-iam-dataset-and-model-training"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":2,"usd":0.2},"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%2Fgoogle-staff-software-engineer-aiml-cloud-iam-dataset-and-model-training"},{"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%2Fgoogle-staff-software-engineer-aiml-cloud-iam-dataset-and-model-training"},{"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/google-staff-software-engineer-aiml-cloud-iam-dataset-and-model-training\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fgoogle-staff-software-engineer-aiml-cloud-iam-dataset-and-model-training"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":4013846}},{"tool":"search_jobs","arguments":{"company":"google.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":4013846},"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. Docs: https://alion.io/developers"}}