{"id":2900980,"url":"https://alion.io/job/starhub-ai-engineer","title":"AI Engineer","company":{"id":49913,"name":"StarHub","domain":"starhub.com","url":"https://alion.io/company/starhub","size_band":"501-1000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"SuccessFactors","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":["Singapore"],"countries":["SG"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":38000,"max_usd":75000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":32},"experience_years_min":2,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Anomaly Detection","optional":false},{"name":"Apache Kafka","optional":false},{"name":"AWQ","optional":false},{"name":"Chroma","optional":false},{"name":"Docker","optional":false},{"name":"Edge AI","optional":false},{"name":"FastAPI","optional":false},{"name":"Flink","optional":false},{"name":"GGUF","optional":false},{"name":"Git","optional":false},{"name":"GitHub","optional":false},{"name":"GPTQ","optional":false},{"name":"Hallucination","optional":false},{"name":"Hugging Face","optional":false},{"name":"IMS","optional":false},{"name":"Kubernetes","optional":false},{"name":"LangGraph","optional":false},{"name":"LLM Guardrails","optional":false},{"name":"LoRA","optional":false},{"name":"MLFlow","optional":false},{"name":"NLP","optional":false},{"name":"NumPy","optional":false},{"name":"PEFT","optional":false},{"name":"pgvector","optional":false},{"name":"pySpark","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"QLoRA","optional":false},{"name":"Quantization","optional":false},{"name":"RAG","optional":false},{"name":"Scikit-learn","optional":false},{"name":"SciPy","optional":false},{"name":"ServiceNow","optional":false},{"name":"Snowflake","optional":false},{"name":"SQL","optional":false},{"name":"TensorFlow","optional":false},{"name":"Time Series","optional":false},{"name":"Triton","optional":false},{"name":"vLLM","optional":false},{"name":"Weaviate","optional":false},{"name":"Weights & Biases","optional":false},{"name":"LangChain","optional":true},{"name":"PostgreSQL","optional":true},{"name":"Spark","optional":true},{"name":"Transformers","optional":true}],"status":"live","first_seen_at":"2026-10-20T06:17:16Z","employer_posted_date":"2026-10-20","last_verified_at":"2026-10-25T05:53:11Z","board_verified":true,"closed_at":null,"days_open":5,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":5},"description":"Job Description\nThis on-premises AI Engineer role merges generative AI and mobile network operations to drive zero-touch automation, predictive maintenance and Autonomous operations objectives.\nCore Responsibilities:\n GenAI & RAG: Deploy, fine-tune (LoRA/QLoRA), LangGraph, Agentic and optimize foundational models and Telecom Language Models (TLMs). Build robust RAG pipelines and autonomous workflows using telecom telemetry (PM, CM, FM, XDRs) and 3GPP documentation.\n Predictive Analytics: Engineer time-series and deep learning models for traffic forecasting, dynamic anomaly detection, and automated root cause analysis (RCA) for network degradations.\n MLOps & Deployment: Package models as containerized microservices (Docker/Kubernetes). Manage high-throughput serving runtimes (vLLM, Triton), GPU scheduling, and experiment tracking (MLflow, W&B).\n Platform Integration & Guardrails: Interface AI workflows with enterprise OSS/BSS platforms (IBM watsonX, ServiceNow). Implement strict hallucination mitigation, output guardrails, and model drift detection.\nCross-Domain Collaboration: Partner with Data Engineers for telemetry ingestion and collaborate with RAN/Core/Transport specialists to validate model outputs against real-world RF behaviour.\nCyberSecurity: Applying basic cybersecurity principles, ensuring data privacy, secure API endpoints and prompt security.\nQualifications\n Preferably with Network Expertise: 2+ years of hands-on experience with mobile networks (4G/LTE, 5G Core architectures, RAN, IMS, Transport, Network Management etc) and Telecom Protocols (Diameter, GTP, SIP, HTTP2, SCTP, PFCP).\n AI/ML Experience: 1-3 years in applied ML/NLP/Data Science engineering (can include production-level internships or heavy applied research).\nEducation: Bachelor’s in Computer Science, Data Science, AI, or a related quantitative field.\n\nDetail\n\nInformation\n\nLanguages & Data\n\nPython, SQL, pandas, numpy, scikit-learn, scipy\n\nAI/ML & NLP\n\nPyTorch/TensorFlow, Hugging Face, PEFT/LoRA, RAG evaluation\n\nVector & Big Data\n\nChroma, Weaviate, pgvector, PySpark, Snowflake\n\nDevOps & Serving\n\nGit, Docker, Kubernetes, FastAPI, vLLM, MLflow, W&B\n\nTelecom Knowledge\n\nRAN/EPC/5GC architecture, critical KPIs (RSRP, SINR, CQI, latency), Telecom protocols\n\nPreferred Assets\nExperience with open-source/proprietary Telecom Language Models and datasets (3GPP, ITU).\nFamiliarity with model quantization (GPTQ, AWQ, GGUF) for edge inference.\nExposure to real-time streaming (Kafka, Flink) and data lakehouses (Iceberg).\nUnderstanding of telecom AI standardization (O-RAN, NWDAF).\nActive public portfolio (GitHub, Hugging Face, technical blogs).\nThe ideal candidate is a hybrid specialist who can comfortably debate 5G protocol stacks in one breath and optimize a vector database retrieval pipeline in the next.","description_format":"text","description_chars":2813,"description_truncated":false,"requirements":{"experience_years_min":2,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Mobile Networks","Broadband"],"lifecycle":[{"event":"open","at":"2026-10-20T06:17:16Z"}],"visa":[],"liveness":{"score":90,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.903,"p_room":1,"age_days":4,"expected_fill_days":32,"reasons":["conf:4","velocity","win:early","comp:junior,brand"],"computed_at":"2026-10-25T05:49:26Z"},"pay":null,"html_url":"https://alion.io/job/starhub-ai-engineer","json_url":"https://alion.io/job/starhub-ai-engineer.json","meta":{"generated_at":"2026-10-25T09:08:12Z","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":13065,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-26T00:00:00Z"}},"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":49913},"rest":"https://alion.io/mcp/rest/get_company?id=49913"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fstarhub-ai-engineer"},{"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%2Fstarhub-ai-engineer"},{"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%2Fstarhub-ai-engineer"},{"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/starhub-ai-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fstarhub-ai-engineer"}]}