{"id":4062705,"url":"https://alion.io/job/allstate-corporation-lead-consultant-machine-learning-platform","title":"Lead Consultant- Machine Learning Platform","company":{"id":1921602,"name":"Allstate Corporation","domain":"allstatecorporation.com","url":"https://alion.io/company/allstatecorporation","size_band":"5000+","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workday","truth_index":{"grade":"A","score":90,"open_postings":56,"ghost_share":0,"stale_share":0.589,"repost_share":0.018,"time_to_fill_p50_days":21,"computed_at":"2026-11-11T05:49:22Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"lead","employment_type":"full_time","work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":6,"visa_sponsorship":true,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Amazon S3","optional":false},{"name":"Amazon SageMaker","optional":false},{"name":"AWS","optional":false},{"name":"Azure","optional":false},{"name":"CI/CD","optional":false},{"name":"Docker","optional":false},{"name":"Feature Store","optional":false},{"name":"GCP","optional":false},{"name":"Kubernetes","optional":false},{"name":"Machine Learning","optional":false},{"name":"Platform Engineering","optional":false},{"name":"Python","optional":false},{"name":"Terraform","optional":false},{"name":"Vertex AI","optional":false}],"status":"live","first_seen_at":"2026-11-11T09:38:49Z","employer_posted_date":"2026-11-11","last_verified_at":"2026-11-11T21:59:10Z","board_verified":true,"closed_at":null,"days_open":0,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":0},"description":"At Allstate, great things happen when our people work together to protect families and their belongings from life’s uncertainties. And for more than 90 years, our innovative drive has kept us a step ahead of our customers’ evolving needs. From advocating for seat belts, air bags and graduated driving laws, to being an industry leader in pricing sophistication, telematics, and, more recently, device and identity protection.\nJob Description\nTeam and overall scope:\nThe Allstate's Data & Analytics Technology organization is seeking a Machine Learning Platform Lead to architect, build, and scale the core platforms that power enterprise-wide machine learning solutions. \nIn this role, you will provide deep technical leadership across ML infrastructure, MLOps automation, model deployment systems, and cloud-native engineering. \nYou will influence platform strategy, guide architectural decisions, and collaborate closely with data science, engineering, security, and product teams to enable reliable, scalable, and responsible ML adoption across the enterprise. \nThis role is ideal for a senior technologist who thrives in hands-on engineering, technical leadership, and building high-impact ML platform capabilities.\nKey Responsibilities\nServe as the technical lead for ML platform architecture, guiding system design, scalability, performance, and reliability across platform components.\nArchitect and build core ML platform services, including training and compute infrastructure, feature stores, model registries, inference runtimes, and data pipelines.\nDrive architectural decisions for distributed systems, cloud-native frameworks, and automated MLOps workflows that support enterprise-scale machine learning.\nEvaluate and integrate emerging ML platform technologies, tools, and best practices to continuously strengthen platform capabilities.\nDesign and implement robust MLOps pipelines for experiment tracking, data and model versioning, CI/CD for ML, automated retraining, and model governance.\nDevelop automated workflows that ensure reproducible model training, validation, deployment, and lifecycle management across multiple environments.\nImplement monitoring and observability systems for model performance, data quality, drift detection, and inference reliability.\nBuild and optimize cloud-based ML infrastructure on Azure, AWS, or GCP using Kubernetes, containerization, and infrastructure-as-code.\nDevelop scalable batch and streaming data pipelines using modern data engineering tools and frameworks.\nEmbed security, compliance, responsible AI principles, and cost optimization best practices within ML platform architecture and operations.\nCollaborate with data scientists to translate modeling needs into scalable, reusable, and self-service platform capabilities.\nWork closely with security, compliance, and governance teams to ensure safe and compliant deployment of AI/ML solutions.\nPartner with application engineering teams to accelerate adoption of ML services and enable consistent, high-quality production deployments.\nProvide technical mentorship, set engineering standards, and contribute to documentation, best practices, and ongoing platform improvements.\nRequired Qualifications\nExtensive experience in ML engineering, platform engineering, or large-scale distributed systems.\nDeep hands-on expertise with MLOps tools, ML frameworks, model deployment techniques, and ML lifecycle automation.\nStrong proficiency in Python and backend development for machine learning systems.\nExperience with cloud platforms and ML services, including Azure ML Studio, AWS SageMaker, and/or Google Vertex AI.\nExposure to cloud storage/data such as Azure Fabric/OneLake, AWS S3, and Google Cloud Storage (GCS).\nExperience with cloud-native scanning and security tools such as Azure Defender, Microsoft Purview, AWS Security Hub, Amazon Inspector, GCP Security Command Center, or equivalent services.\nStrong understanding of technologies such as Kubernetes, Docker, CI/CD, Terraform/Infrastructure-as-Code, etc.\nSolid knowledge of system design, APIs, data pipelines, and scalable ML infrastructure patterns.\nProven ability to lead technical initiatives and influence cross-team engineering decisions.\n6+ years of progressive related experience \nSkills\nCI/CD, Machine Learning (ML), Machine Learning Model Development, Machine Learning Operations, Microsoft Azure, Python Automation, Python FrameworksCompensation\nCompensation offered for this role is 110,000.00 - 181,025.00 annually and is based on experience and qualifications.The candidate(s) offered this position will be required to submit to a background investigation.\nJoining our team isn’t just a job - it’s an opportunity. One that takes your skills and pushes them to the next level. One that encourages you to challenge the status quo. One where you can shape the future of protection while supporting causes that mean the most to you. Joining our team means being part of something bigger - a winning team making a meaningful impact.\nAllstate generally does not sponsor individuals for employment-based visas for this position.\nEffective July 1, 2014, under Indiana House Enrolled Act (HEA) 1242, it is against public policy of the State of Indiana and a discriminatory practice for an employer to discriminate against a prospective employee on the basis of status as a veteran by refusing to employ an applicant on the basis that they are a veteran of the armed forces of the United States, a member of the Indiana National Guard or a member of a reserve component.\nFor jobs in San Francisco, please click “here ” for information regarding the San Francisco Fair Chance Ordinance.\nFor jobs in Los Angeles, please click “here ” for information regarding the Los Angeles Fair Chance Initiative for Hiring Ordinance.\nTo view the “EEO Know Your Rights” poster click “here ”. This poster provides information concerning the laws and procedures for filing complaints of violations of the laws with the Office of Federal Contract Compliance Programs.\nTo view the FMLA poster, click “ here ”. This poster summarizing the major provisions of the Family and Medical Leave Act (FMLA) and telling employees how to file a complaint.\nIt is the Company’s policy to employ the best qualified individuals available for all jobs. Therefore, any discriminatory action taken on account of an employee’s ancestry, age, color, disability, genetic information, gender, gender identity, gender expression, sexual and reproductive health decision, marital status, medical condition, military or veteran status, national origin, race (include traits historically associated with race, including, but not limited to, hair texture and protective hairstyles), religion (including religious dress), sex, or sexual orientation that adversely affects an employee's terms or conditions of employment is prohibited. This policy applies to all aspects of the employment relationship, including, but not limited to, hiring, training, salary administration, promotion, job assignment, benefits, discipline, and separation of employment.\nAllstate provides a comprehensive technology setup, including a laptop, monitors, headset, keyboard, and mouse. Employees eligible to work from home also receive a monthly connectivity reimbursement to help offset internet costs.\nWhen working from home, you must have a dedicated, private workspace free from distractions, along with appropriate desk and seating. Reliable internet is required, with minimum speeds of 50 MB download and 5 MB upload.\nTo help create a more personal and engaging experience, we ask that you join with your camera on if your interview is virtual. Please also have a Valid Photo Identification available at the start of your interview. If you require any accommodations or have questions ahead of your interview please reach out to your recruiter.\nNote: Internal candidates are only asked to join on video; a Valid Photo Identification is not needed for the interview.","description_format":"text","description_chars":7979,"description_truncated":false,"requirements":{"experience_years_min":6,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"phd","optional":false},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[{"name":"United States","iso":"US","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Property & Casualty Insurance","Life Insurance & Annuities"],"lifecycle":[{"event":"open","at":"2026-11-11T09:38:49Z"}],"visa":[],"liveness":{"score":86,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.86,"p_room":1,"age_days":0,"expected_fill_days":21,"reasons":["conf:3","win:early","comp:brand"],"computed_at":"2026-11-12T01:56:35Z"},"pay":null,"html_url":"https://alion.io/job/allstate-corporation-lead-consultant-machine-learning-platform","json_url":"https://alion.io/job/allstate-corporation-lead-consultant-machine-learning-platform.json","meta":{"generated_at":"2026-11-12T01:56:35Z","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":4465,"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":1921602},"rest":"https://alion.io/mcp/rest/get_company?id=1921602"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fallstate-corporation-lead-consultant-machine-learning-platform"},{"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%2Fallstate-corporation-lead-consultant-machine-learning-platform"},{"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%2Fallstate-corporation-lead-consultant-machine-learning-platform"},{"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/allstate-corporation-lead-consultant-machine-learning-platform\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fallstate-corporation-lead-consultant-machine-learning-platform"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":4062705}},{"tool":"search_jobs","arguments":{"company":"allstatecorporation.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":4062705},"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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