{"id":2656806,"url":"https://alion.io/job/alwaysmkt-machine-learning-operation-engineer-mlops-engineer-always-marketing-malaysia-sdn-bhd","title":"Machine Learning Operation Engineer (MLOps Engineer) - Always Marketing Malaysia Sdn Bhd","company":{"id":4418842,"name":"Always Marketing","domain":"alwaysmkt.com.my","url":"https://alion.io/company/alwaysmkt-2","size_band":"201-500","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"JazzHR","truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"junior","employment_type":null,"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":1,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AWS","optional":false},{"name":"Azure","optional":false},{"name":"C++","optional":false},{"name":"CI/CD","optional":false},{"name":"Docker","optional":false},{"name":"Embeddings","optional":false},{"name":"FAISS","optional":false},{"name":"FastAPI","optional":false},{"name":"Flask","optional":false},{"name":"GCP","optional":false},{"name":"Grafana","optional":false},{"name":"gRPC","optional":false},{"name":"Helm","optional":false},{"name":"Kubeflow","optional":false},{"name":"Kubernetes","optional":false},{"name":"LanceDB","optional":false},{"name":"Litestar","optional":false},{"name":"Loki","optional":false},{"name":"Machine Learning","optional":false},{"name":"MLFlow","optional":false},{"name":"ONNX Runtime","optional":false},{"name":"Podman","optional":false},{"name":"PostgreSQL","optional":false},{"name":"Prometheus","optional":false},{"name":"Python","optional":false},{"name":"Qdrant","optional":false},{"name":"Rust","optional":false},{"name":"SQL","optional":false}],"status":"live","first_seen_at":"2026-10-15T23:09:51Z","employer_posted_date":"2026-10-15","last_verified_at":"2026-11-02T21:58:57Z","board_verified":true,"closed_at":null,"days_open":18,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":18},"description":"About the Role\nWe are looking for a Machine Learning Operation Engineer to design, build and maintain the cloud, API and deployment infrastructure that powers ML solutions. You will work closely with data scientists, ML engineers, software engineers and DevOps teams to deploy reliable ML models across cloud, mobile and edge environments. The ideal candidate combines strong software engineering skills with hands-on experience in cloud infrastructure, Kubernetes, MLOps and ML deployment.\nKey Responsibilities\nDesign, deploy and maintain scalable cloud and Kubernetes infrastructure for ML workloads, including container orchestration, autoscaling and production deployments.\nBuild and maintain RESTful/gRPC APIs and messaging services to support ML inference, data processing and real-time or asynchronous workloads.\nDevelop reliable ML deployment and MLOps pipelines, including Docker/Podman, CI/CD, model versioning, monitoring, logging and automated deployment/retraining workflows.\nSupport vector search, database and ML infrastructure, including PostgreSQL/SQL Server, embedding-based retrieval, FAISS/LanceDB/Qdrant and performance optimization.\nCollaborate with data scientists, ML engineers and software teams to deploy and optimize models across cloud, mobile and edge devices, including model optimization and inference performance.\nRequirements\nBachelor’s degree in Computer Science, Engineering, or a related field, or equivalent practical experience.\nMinimum 1 years of hands-on experience in cloud infrastructure (AWS, GCP or Azure) within a production environment.\nStrong experience with Kubernetes, Helm, Docker/Podman and CI/CD.\nProficiency in Python and frameworks such as FastAPI, Flask or Litestar; experience with RESTful/gRPC APIs.\nStrong knowledge of PostgreSQL/SQL Server, database design, query optimization and software architecture.\nExperience with vector databases/search, embeddings and technologies such as FAISS, LanceDB or Qdrant.\nExperience with MLOps tools such as MLflow, Airflow or Kubeflow is an advantage.\nExperience with edge/mobile ML deployment, ONNX Runtime Mobile, NCNN or MNN is an advantage.\nFamiliarity with monitoring and logging tools such as Prometheus, Grafana, ELK or Loki.\nStrong analytical, troubleshooting, communication and collaboration skills.\nExperience with Go, C++ or Rust is a strong advantage, particularly for performance-critical applications.\nExcellent communication and documentation habits.","description_format":"text","description_chars":2460,"description_truncated":false,"requirements":{"experience_years_min":1,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":true},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Enterprise Networks"],"lifecycle":[{"event":"open","at":"2026-10-15T23:09:51Z"}],"visa":[],"liveness":{"score":17,"band":"cold","label":"Long shot","p_open":1,"p_active":0.497,"p_room":0.35,"age_days":17,"expected_fill_days":6,"reasons":["conf:4","velocity","win:tail","comp:junior"],"computed_at":"2026-11-02T06:13:15Z"},"pay":null,"html_url":"https://alion.io/job/alwaysmkt-machine-learning-operation-engineer-mlops-engineer-always-marketing-malaysia-sdn-bhd","json_url":"https://alion.io/job/alwaysmkt-machine-learning-operation-engineer-mlops-engineer-always-marketing-malaysia-sdn-bhd.json","meta":{"generated_at":"2026-11-03T01:53:30Z","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":2563,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-04T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.02,"usd":0.002,"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":4418842},"rest":"https://alion.io/mcp/rest/get_company?id=4418842"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Falwaysmkt-machine-learning-operation-engineer-mlops-engineer-always-marketing-malaysia-sdn-bhd"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":1,"usd":0.1},"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%2Falwaysmkt-machine-learning-operation-engineer-mlops-engineer-always-marketing-malaysia-sdn-bhd"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.02,"usd":0.002},"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%2Falwaysmkt-machine-learning-operation-engineer-mlops-engineer-always-marketing-malaysia-sdn-bhd"},{"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/alwaysmkt-machine-learning-operation-engineer-mlops-engineer-always-marketing-malaysia-sdn-bhd\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Falwaysmkt-machine-learning-operation-engineer-mlops-engineer-always-marketing-malaysia-sdn-bhd"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":2656806}},{"tool":"search_jobs","arguments":{"company":"alwaysmkt.com.my","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":2656806},"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); 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