{"id":4289968,"url":"https://alion.io/job/game-companies-machine-learning-engineer-ai-agent-platform","title":"Machine Learning Engineer (AI Agent Platform)","company":{"id":4541939,"name":"GameCompanies","domain":"gamecompanies.com","url":"https://alion.io/company/game-companies","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":"senior","employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Kuala Lumpur, Malaysia"],"countries":["MY"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":5,"visa_sponsorship":false,"relocation_package":true,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"CI/CD","optional":false},{"name":"Docker","optional":false},{"name":"FastAPI","optional":false},{"name":"Function Calling","optional":false},{"name":"Git","optional":false},{"name":"LLM","optional":false},{"name":"Machine Learning","optional":false},{"name":"PostgreSQL","optional":false},{"name":"Pydantic","optional":false},{"name":"Python","optional":false},{"name":"React.js","optional":false},{"name":"Rest API","optional":false},{"name":"SQLAlchemy","optional":false},{"name":"State Management","optional":false},{"name":"TypeScript","optional":false},{"name":"Vue.js","optional":false},{"name":"AWS","optional":true},{"name":"JavaScript","optional":true},{"name":"Jira","optional":true},{"name":"LangChain","optional":true},{"name":"LangGraph","optional":true},{"name":"Model Context Protocol","optional":true},{"name":"SharePoint","optional":true},{"name":"Structured Outputs","optional":true}],"status":"live","first_seen_at":"2026-11-13T22:58:00Z","employer_posted_date":null,"last_verified_at":"2026-11-13T22:58:00Z","board_verified":false,"closed_at":null,"days_open":0,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":0},"description":"Software Engineering\n\n2–5 years\n\nQualifications\n\n5+ years of professional software development experience, including delivery of production applications across backend and frontend.\nStrong Python skills with FastAPI or similar frameworks, asynchronous programming, REST APIs, SQLAlchemy/Pydantic or equivalent tooling, and PostgreSQL data modeling.\nHands-on experience with LLM tool calling, agent execution, or workflow orchestration; practical examples explaining design decisions, context and state management, and failure handling.\nExperience integrating enterprise or third-party systems, including API contracts, data mapping, pagination, rate limits, and retries.\nUnderstanding of OAuth 2.0/OIDC, authorization, role-based access control, and secure credential handling in applications.\nAbility to build reliable asynchronous workflows using task state, concurrency control, idempotency, and recovery from partial failures.\nProficiency in TypeScript and Vue or React, including routing, state management, and reusable components. Vue 3 is preferred; willingness to adapt is essential.\nExperience with automated and integration testing, Git, CI/CD, and Docker; ability to troubleshoot using logs and metrics and evaluate agents against representative tasks.\nClear communication with global, cross-functional teams and the ability to explain technical tradeoffs to non-technical stakeholders.\n\nNice to have\n\nExperience extending agent harnesses, SDKs, or orchestration frameworks such as LangGraph, LangChain, or custom implementations.\nDevelopment of MCP servers, connectors, plugins, or SDKs; integrations with Microsoft Graph, Teams, SharePoint, Jira, ERP, or similar systems.\nExperience with long-running workflows, human approval, durable task state, recovery, or agent evaluation frameworks.\nHands-on cloud deployment and operations experience, preferably AWS; familiarity with caching, queues, NoSQL databases, or vector search.\nElectron development or plugins for desktop and productivity applications.\n\nAbout The Job\n\nPLAY, GROW and WIN\n\nTo be a part of Virtuos means to be a creator.\n\nAt Virtuos, we harness the latest technologies to make games better and more immersive than ever before. That is why we pride ourselves in constantly pushing the boundaries of possibility since our founding in 2004.\n\nVirtuosi is a team of experts – people who have come together to share their mutual passion for making and playing games. People with the same enthusiasm for exploring new ideas and the constant drive to excel in their field. People who believe in earning success through dedication.\n\nAt Virtuos, we are at the forefront of gaming, creating exciting new experiences daily. Join us to Play, Grow and Win – together.\n\nAbout The Position\n\nWe are looking for a hands-on Machine Learning Engineer to develop an enterprise AI agent platform, with a strong backend focus. You will build agent execution and orchestration capabilities, integrate enterprise systems, and deliver secure, reliable features from backend services to frontend interfaces\n\nResponsibilities\n\nAgent platform and orchestration\nBuild and improve agent harnesses, including model and tool execution loops, context management, and structured outputs.\nImplement multi-step workflows with clear execution boundaries, task state, asynchronous dispatch, and human approval where needed.\nEnterprise systems and integrations\nDevelop reusable tools and connectors for enterprise APIs, webhooks, and services, with clear input and output contracts.\nHandle data mapping, user authorization, rate limits, and integration errors; document dependencies with system owners.\nFull-stack product delivery\nDesign Python backend services, secure REST APIs, and PostgreSQL data models for agent and workflow features.\nBuild responsive web interfaces for task progress, user confirmations, and results using TypeScript and modern frontend frameworks.\nSecurity and reliability\nProtect credentials, preserve user access boundaries across systems, and apply appropriate execution isolation and audit logging.\nImprove concurrency control, retries, idempotency, cancellation, and recovery; trace failures across model calls, tools, and workers.\nQuality and collaboration\nMaintain automated and integration tests, CI/CD, and agent evaluations covering task success, output quality, latency, and cost.\nWork with product, design, IT, SRE, and business system owners; contribute code reviews, documentation, and technical guidance.\n\nAbout Us\n\nFounded in 2004, Virtuos is one of the largest independent video game development companies. We are headquartered in Singapore with offices in Asia, Europe, and North America. Specializing in full-cycle game development and art production, we have delivered high-quality content for more than 1,500 console, PC, and mobile games. Our clients include 23 of the top 25 gaming companies worldwide.\n\nAbout Our Team\n\nVirtuos first set foot in Singapore in 2018, establishing our new head office at the One-North technology park located just a few minutes away from the city center.\n\nVirtuos Singapore is home to several skilled executives and engineers who support our studios globally. Many of our corporate departments are located here, as well as our new R&D center, dedicated to developing new tools and techniques that allow our global studios to remain at the cutting edge of technology.\n\nAs Virtuos continues to grow globally, our headquarters is constantly looking out for new and experienced talent to support our studios as they work on upcoming blockbuster titles.\n\nWhat we offer\n\n The headquarters of Virtuos: play an active role in the future of the company\n Be a part of the R&D center and work with cutting edge technology for gaming\n Group outings and activities\n Comprehensive medical healthcare provided for all staff\n Relocation support\n Career and international mobility opportunities with Virtuos Internal Mobility Program\n Access to various in-house and external learning opportunities\n\nPeople matter. Diverse opinions and experiences matter. At Virtuos, our talented teams are the cornerstone of our success, and we recognize that fostering and advocating for inclusivity is at the center of what we do best - we make games better, together. Virtuos is proud to be an equal opportunity employer that embraces diversity of thought, expression, culture, and backgrounds.","description_format":"text","description_chars":6380,"description_truncated":false,"requirements":{"experience_years_min":5,"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":["Artificial Intelligence"],"lifecycle":[{"event":"open","at":"2026-11-13T22:58:00Z"}],"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":30,"reasons":["seen:0","win:early"],"computed_at":"2026-11-14T00:21:41Z"},"pay":null,"html_url":"https://alion.io/job/game-companies-machine-learning-engineer-ai-agent-platform","json_url":"https://alion.io/job/game-companies-machine-learning-engineer-ai-agent-platform.json","meta":{"generated_at":"2026-11-14T00:21:41Z","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":782,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-15T00:00:00Z"}},"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":4541939},"rest":"https://alion.io/mcp/rest/get_company?id=4541939"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fgame-companies-machine-learning-engineer-ai-agent-platform"},{"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%2Fgame-companies-machine-learning-engineer-ai-agent-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%2Fgame-companies-machine-learning-engineer-ai-agent-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/game-companies-machine-learning-engineer-ai-agent-platform\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fgame-companies-machine-learning-engineer-ai-agent-platform"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":4289968}},{"tool":"search_jobs","arguments":{"company":"gamecompanies.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":4289968},"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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