{"id":3973651,"url":"https://alion.io/job/merican-ml-lead","title":"ML Lead","company":{"id":4512917,"name":"MERICAN Light Beer","domain":"merican.com","url":"https://alion.io/company/merican","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"lead","employment_type":"contractor","work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Atlanta, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"Amazon CloudWatch","optional":false},{"name":"Amazon ECS","optional":false},{"name":"Amazon EKS","optional":false},{"name":"Amazon S3","optional":false},{"name":"Amazon SageMaker","optional":false},{"name":"AWS","optional":false},{"name":"AWS Bedrock","optional":false},{"name":"AWS Lambda","optional":false},{"name":"CI/CD","optional":false},{"name":"Databricks","optional":false},{"name":"Delta Lake","optional":false},{"name":"Feature Store","optional":false},{"name":"FinOps","optional":false},{"name":"Function Calling","optional":false},{"name":"Git","optional":false},{"name":"IAM","optional":false},{"name":"Incident Management","optional":false},{"name":"LangChain","optional":false},{"name":"LangGraph","optional":false},{"name":"LlamaIndex","optional":false},{"name":"LLM","optional":false},{"name":"LLM Guardrails","optional":false},{"name":"Machine Learning","optional":false},{"name":"MLFlow","optional":false},{"name":"Platform Engineering","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"Spark","optional":false},{"name":"SQL","optional":false},{"name":"Terraform","optional":false},{"name":"Agile","optional":true},{"name":"Kubernetes","optional":true}],"status":"live","first_seen_at":"2026-11-09T14:19:07Z","employer_posted_date":null,"last_verified_at":"2026-11-09T14:19:07Z","board_verified":false,"closed_at":null,"days_open":0,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":0},"description":"ML Lead\n\r\rLocation: Atlanta GA(Hybrid)\n\r\rHybrid (50%) - Fixed schedule (Thur to Wed - alternative weeks)\n\n\r\rJob Description:\n\r\r\r\r\r\r\rRole Overview\n\r\r\r\r\rWe are looking for an ML Lead to build and run our machine learning platform and to deliver ML and agentic AI solutions for business clients. You will be a hands-on technical leader who owns the full lifecycle, from design and build through production support. You will coach an offshore engineering team and act as the primary technical contact for client stakeholders.\n\r\r\r\r\rKey Responsibilities\n\r\r\r\r\rML Platform Engineering\n\r\r\r\r\rDesign, build, and evolve a scalable, secure ML platform on AWS and Databricks, covering feature engineering, training, experiment tracking, model registry, deployment, and monitoring.\n\r\r\r\r\rEstablish MLOps standards: CI/CD for models and pipelines, infrastructure as code, automated testing, model versioning, and reproducibility.\n\r\r\r\r\rImplement governance with Unity Catalog, including access control, lineage, and auditability.\n\r\r\r\r\rOptimize platform cost, performance, and reliability (cluster policies, autoscaling, FinOps practices).\n\r\r\r\r\rML and Agentic AI Solutions\n\r\r\r\r\rLead the design and delivery of ML use cases such as forecasting, classification, recommendation, and personalization.\n\r\r\r\r\rArchitect and deliver agentic AI solutions: LLM-based agents, RAG pipelines, tool and function calling, multi-step orchestration, and evaluation frameworks.\n\r\r\r\r\rDefine guardrails for LLM applications, including prompt management, hallucination and safety evaluation, observability, and cost controls.\n\r\r\r\r\rEvaluate new frameworks and models, and make build-versus-buy recommendations.\n\r\r\r\r\rDelivery and Support Ownership\n\r\r\r\r\rOwn end-to-end product delivery: roadmap, estimation, sprint planning, release management, and quality.\n\r\r\r\r\rOwn production support: incident response, root cause analysis, SLAs, runbooks, on-call rotation, and model performance and drift monitoring.\n\r\r\r\r\rBalance feature delivery against operational stability and technical debt.\n\r\r\r\r\rTeam Leadership and Offshore Coaching\n\r\r\r\r\rLead, mentor, and upskill an offshore team of ML engineers and data engineers.\n\r\r\r\r\rSet coding, review, and documentation standards, and run design and code reviews.\n\r\r\r\r\rProvide clear task breakdowns and ensure effective handoffs across time zones.\n\r\r\r\r\rBuild team capability in MLOps, LLM engineering, and platform best practices.\n\r\r\r\r\rClient and Stakeholder Management\n\r\r\r\r\rAct as the technical lead with clients: gather requirements, translate business problems into ML solutions, and manage expectations.\n\r\r\r\r\rPresent architecture, progress, risks, and outcomes to technical and executive audiences.\n\r\r\r\r\rPartner with product, data engineering, security, and architecture teams.\n\r\r\r\r\rRequired Qualifications\n\r\r\r\r\r8+ years in data science, ML engineering, or data engineering, with 3+ years leading teams or technical delivery.\n\r\r\r\r\rStrong hands-on experience with Databricks (Spark, Delta Lake, MLflow, Unity Catalog, Workflows, Model Serving, Feature Store).\n\r\r\r\r\rStrong hands-on experience with AWS (S3, IAM, VPC, SageMaker, Lambda, ECS/EKS, Bedrock, CloudWatch, Glue).\n\r\r\r\r\rProven experience building and operating production ML systems, not only prototypes.\n\r\r\r\r\rExperience delivering LLM and agentic applications (for example LangChain, LangGraph, LlamaIndex, Databricks Mosaic AI Agent Framework, or Bedrock Agents), including vector search and RAG.\n\r\r\r\r\rProficiency in Python and SQL; solid software engineering practices (Git, testing, CI/CD, IaC such as Terraform).\n\r\r\r\r\rExperience leading distributed or offshore teams and coaching engineers.\n\r\r\r\r\rStrong client-facing skills, with the ability to explain complex topics to non-technical stakeholders.\n\r\r\r\r\rExperience with production support models, including SLAs, incident management, and monitoring.\n\r\r\r\r\rPreferred Qualifications\n\r\r\r\r\rDatabricks or AWS certifications (ML Professional, Solutions Architect, etc.).\n\r\r\r\r\rExperience with model monitoring and observability tools (for example Evidently or Lakehouse Monitoring) and LLM evaluation tooling.\n\r\r\r\r\rKnowledge of responsible AI, data privacy, and compliance requirements.\n\r\r\r\r\rBackground in consulting or services delivery with multiple client engagements.\n\r\r\r\r\rFamiliarity with Agile delivery and FinOps for AI workloads.","description_format":"text","description_chars":4335,"description_truncated":false,"requirements":{"experience_years_min":null,"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":[],"lifecycle":[{"event":"open","at":"2026-11-09T16:53:55Z"}],"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":28,"reasons":["seen:0","win:early"],"computed_at":"2026-11-09T18:54:28Z"},"pay":null,"html_url":"https://alion.io/job/merican-ml-lead","json_url":"https://alion.io/job/merican-ml-lead.json","meta":{"generated_at":"2026-11-09T18:54:28Z","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":4113,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-10T00:00:00Z"}},"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":4512917},"rest":"https://alion.io/mcp/rest/get_company?id=4512917"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fmerican-ml-lead"},{"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%2Fmerican-ml-lead"},{"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%2Fmerican-ml-lead"},{"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/merican-ml-lead\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fmerican-ml-lead"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3973651}},{"tool":"search_jobs","arguments":{"company":"merican.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3973651},"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"}}