{"id":2706494,"url":"https://alion.io/job/mannhummel-innovation-management-intern","title":"Innovation Management Intern","company":{"id":450543,"name":"Mann+Hummel","domain":"mann-hummel.com","url":"https://alion.io/company/mann-hummel-2","size_band":"5000+","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"SuccessFactors","truth_index":{"grade":"A","score":97,"open_postings":3,"ghost_share":0,"stale_share":0.333,"repost_share":0,"time_to_fill_p50_days":21,"computed_at":"2026-10-21T05:46:15Z"}},"role":"Early Careers","role_family":"Early Careers","seniority":"intern","employment_type":"internship","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":21000,"max_usd":37000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":8},"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"AutoGen","optional":false},{"name":"Chroma","optional":false},{"name":"FAISS","optional":false},{"name":"Function Calling","optional":false},{"name":"LangChain","optional":false},{"name":"LlamaIndex","optional":false},{"name":"Pandas","optional":false},{"name":"Pinecone","optional":false},{"name":"Prompt Engineering","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"Semantic Kernel","optional":false},{"name":"SQL","optional":false},{"name":"Tool Use","optional":false},{"name":"AWS","optional":true},{"name":"Azure","optional":true},{"name":"GCP","optional":true},{"name":"Knowledge Graph","optional":true},{"name":"Multi-Agent Systems","optional":true},{"name":"Power BI","optional":true},{"name":"SharePoint","optional":true},{"name":"Streamlit","optional":true}],"status":"live","first_seen_at":"2026-10-16T12:50:06Z","employer_posted_date":"2026-10-16","last_verified_at":"2026-10-21T01:56:00Z","board_verified":true,"closed_at":null,"days_open":4,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":4},"description":"Role Summary\nWe are looking for a highly motivated AI Agent Engineering Intern to design and build interactive AI agents that can connect, reason over, and act on multiple structured and unstructured data sources.\nYou will work on practical AI agent prototypes that combine LLMs, tools, APIs, and internal datasets to support decision-making, exploration, and automation use cases.\nThis role is ideal for someone interested in applied AI, autonomous agents, and human-AI interaction, with strong hands-on curiosity.\nMain Tasks\nKey Responsibilities\nDesign and prototype AI agents with interactive capabilities (chat, workflows, decision support).\nIntegrate multiple data sources such as:APIs (internal & external)\nDatabases (SQL / NoSQL)\nDocuments (PDFs, slides, wikis)\nSpreadsheets and dashboards\n\nImplement retrieval-augmented generation (RAG) pipelines and data connectors.\nBuild agent logic for:Tool calling and orchestration\nMulti-step reasoning and task execution\nMemory and context management\n\nCollaborate with product, data, and business teams to translate real-world problems into AI agent workflows.\nEvaluate agent performance and iterate on usability, accuracy, and reliability.\nDocument architectures, prompts, and design decisions.\nRequired Skills & Qualifications\nCurrently pursuing or recently completed a degree in Computer Science, Data Science, AI, Engineering, or related field.\nStrong programming skills in Python (required).\nBasic understanding of:Large Language Models (LLMs)\nPrompt engineering\nAPIs and JSON\n\nExperience with at least one of the following:LangChain, LlamaIndex, Semantic Kernel, AutoGen (or similar agent frameworks)\nVector databases (e.g., FAISS, Pinecone, Chroma)\nData processing with Pandas or similar\n\nComfortable working with imperfect data and ambiguous problems.\nNice-to-Have\nExperience building chatbots or conversational interfaces.\nFamiliarity with cloud platforms (Azure, AWS, or GCP).\nUnderstanding of:Knowledge graphs\nAgent planning (ReAct, tool-use, multi-agent systems)\nFront-end frameworks (Streamlit, React, or similar)\n\nPrior internship, project, or hackathon experience in AI/ML.\nWhat You’ll Learn\nHow to design production-oriented AI agents, not just demos.\nPractical techniques for connecting LLMs to enterprise data.\nTrade-offs between autonomy, control, accuracy, and user trust in AI systems.\nEnd-to-end AI system thinking: from data → reasoning → action → feedback.\nWhat We Offer\nHands-on ownership of real AI agent use cases.\nMentorship from experienced AI and product leaders.\nExposure to cutting-edge applied AI in a business context.\nOpportunity to convert to a full-time role (performance-based).\nEducation & Experience\nCurrently pursuing a Degree or Masters in Mathematics, Computer Science, Information Technology, Data Science, or a related field.\nIntermediate knowledge in Power BI and data visualization techniques.\nExperience with SharePoint integration and data management.\nProficiency in data analysis and reporting.\nExcellent problem-solving skills and attention to detail.\nStrong communication and collaboration skills.\nAbility to work independently and manage multiple tasks simultaneously.","description_format":"text","description_chars":3169,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"master","optional":false},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Industrial Machinery","Automotive Components"],"lifecycle":[{"event":"open","at":"2026-10-16T12:50:06Z"}],"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":21,"reasons":["conf:3","velocity","win:early","comp:junior,brand"],"computed_at":"2026-10-21T05:46:15Z"},"pay":null,"html_url":"https://alion.io/job/mannhummel-innovation-management-intern","json_url":"https://alion.io/job/mannhummel-innovation-management-intern.json","meta":{"generated_at":"2026-10-21T07:25:44Z","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":10535,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-22T00:00:00Z"}},"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":450543},"rest":"https://alion.io/mcp/rest/get_company?id=450543"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fmannhummel-innovation-management-intern"},{"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%2Fmannhummel-innovation-management-intern"},{"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%2Fmannhummel-innovation-management-intern"},{"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/mannhummel-innovation-management-intern\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fmannhummel-innovation-management-intern"}]}