{"id":883825,"url":"https://alion.io/job/zinkworks-applied-scientist-ai-research-engineer","title":"Applied Scientist / AI Research Engineer","company":{"id":694430,"name":"Zinkworks","domain":"zinkworks.com","url":"https://alion.io/company/zinkworks","size_band":"11-50","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Teamtailor","truth_index":{"grade":"A","score":88,"open_postings":11,"ghost_share":0,"stale_share":0.273,"repost_share":0,"time_to_fill_p50_days":61,"computed_at":"2026-10-26T05:57:25Z"}},"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":"explicit","locations":["Athlone, Ireland"],"countries":["IE"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":86000,"max_usd":171000,"period":"year","method":"role_seniority_country_cell","sample_n":12},"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"GCP","optional":false},{"name":"Machine Learning","optional":false},{"name":"Python","optional":false},{"name":"Reinforcement Learning","optional":false},{"name":"Time Series","optional":false},{"name":"Vertex AI","optional":false},{"name":"AI Agents","optional":true},{"name":"LLM","optional":true}],"status":"closed","first_seen_at":"2026-07-31T15:52:16Z","employer_posted_date":"2026-07-31","last_verified_at":"2026-09-30T21:35:58Z","board_verified":false,"closed_at":"2026-09-30T21:35:58Z","days_open":61,"trust":{"level":"ok","repost_count":0,"flags":["company_stale"],"days_open":60},"description":"About Zinkworks\nZinkworks partners with leading Telecommunications and Financial Services organizations to modernize legacy systems, migrate mission-critical platforms to the cloud, and engineer AI-driven automation. From OSS transformation to rApp development and network intelligence, our teams simplify complexity and turn it into competitive advantage. Based in Ireland and operating across the EU, UK, and US, Zinkworks combines deep domain expertise with delivery excellence to help clients modernize faster and operate smarter.\nThe Role\nZinkworks is building a small product discovery team developing AI and machine learning capabilities for next-generation telecom networks, taking new product ideas from concept through to working prototypes.\nWe are looking for a senior applied scientist to lead the design of the machine learning methods behind these products. Working on complex problems in network data, you will determine the most appropriate modelling approaches, weigh the trade-offs, and build and validate the prototypes that prove them out. It is a hands-on role that combines research judgement with strong engineering practice, suited to someone equally comfortable selecting a method and implementing it.\nWhat You'll Do\nOwn method and model selection for the team's hardest ML problems, and defend the trade-offs with reasoning and evidence.\n\nTurn ambiguous, real-world problems into sound ML approaches, and build the prototypes that test them.\n\nValidate and challenge modelling decisions across the team; keep the bar high so \"it should work\" is always backed by evidence.\n\nAdapt state-of-the-art techniques from the literature to the realities of messy operational data.\n\nWork closely with domain experts to frame problems correctly, and with engineering colleagues to make prototypes production-ready.\n\nWhat You Bring\nGenuine depth in ML modelling: you can design, train, and critically evaluate models, not just call an API. Strong across several of: graph learning, spatio-temporal / time-series modelling, reinforcement learning, and causal inference.\n\nA track record of taking a novel or ill-defined problem all the way to a working, validated model.\n\nStrong Python and hands-on engineering; comfortable prototyping on cloud ML platforms (ideally GCP / Vertex AI).\n\nThe ability to justify method choices to technical and non-technical people, and to change your mind when the evidence says so.\n\nComfort in a fast-moving discovery environment with minimal support scaffolding, seeing problems through from question to working solution.\n\nNice to Have\nTelecoms, network-operations, or other complex real-time systems exposure.\n\nExperience applying ML to large-scale operational or sensor/time-series data.\n\nPhD or equivalent research depth in ML, paired with a record of shipping rather than pure academia.\n\nFamiliarity with LLM/agentic patterns as one tool among many, not the whole toolbox.\n\nPublications or open-source work that demonstrate applied rigour.\n\nInclusion & Diversity at Zinkworks\nAt Zinkworks, we are deeply committed to fostering a culture of diversity, inclusion, and belonging. We believe that our strength lies in the unique backgrounds, perspectives, and experiences of our team members. By embracing an inclusive environment, we empower innovation and collaboration across all levels of our organisation. Based in Ireland, we are proud to support and engage with our local communities through meaningful initiatives that promote equity and opportunity. Our commitment extends beyond the workplace, as we actively contribute to creating a more inclusive and connected society for all.","description_format":"text","description_chars":3632,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"phd","optional":false},"security_clearance":false,"languages":[]},"benefits":["Equity"],"hiring_locations":[{"name":"Ireland","iso":"IE","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["IT Consulting & Digital Transformation","Cloud Consulting & Migration"],"lifecycle":[{"event":"open","at":"2026-09-14T02:41:29Z"},{"event":"close","at":"2026-09-30T21:35:58Z"}],"visa":[],"liveness":null,"pay":null,"html_url":"https://alion.io/job/zinkworks-applied-scientist-ai-research-engineer","json_url":"https://alion.io/job/zinkworks-applied-scientist-ai-research-engineer.json","meta":{"generated_at":"2026-10-26T08:44:58Z","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":11661,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-27T00:00:00Z"}},"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":694430},"rest":"https://alion.io/mcp/rest/get_company?id=694430"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fzinkworks-applied-scientist-ai-research-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%2Fzinkworks-applied-scientist-ai-research-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%2Fzinkworks-applied-scientist-ai-research-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/zinkworks-applied-scientist-ai-research-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fzinkworks-applied-scientist-ai-research-engineer"}]}