{"id":2676787,"url":"https://alion.io/job/walker-smith-machine-learning-engineer","title":"Machine Learning Engineer","company":{"id":4423671,"name":"Walker Smith","domain":"walkersmith.co.nz","url":"https://alion.io/company/walkersmith","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Manatal","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":["Christchurch, New Zealand"],"countries":["NZ"],"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":"Machine Learning","optional":false},{"name":"CI/CD","optional":true},{"name":"Docker","optional":true},{"name":"Python","optional":true},{"name":"PyTorch","optional":true},{"name":"RT-DETR","optional":true},{"name":"TensorFlow","optional":true},{"name":"XGBoost","optional":true},{"name":"YOLO","optional":true}],"status":"live","first_seen_at":"2026-10-16T05:18:16Z","employer_posted_date":"2026-10-16","last_verified_at":"2026-10-17T03:17:14Z","board_verified":true,"closed_at":null,"days_open":0,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":0},"description":"The Company\nOur client is a well-established, innovative technology organisation based in Christchurch, recognised for delivering market-leading digital platforms and advanced technical solutions. With a strong commitment to technology-led growth, the business invests heavily in R&D and proprietary software to support long-term expansion and global operational excellence. This company offers the security and backing of an established enterprise alongside the high-energy, collaborative environment of a modern product development squad.\nThe Role\nWe are seeking an intelligent Machine Learning Engineer to join a close-knit development team. In this hands-on role, you will help design, optimise, and scale sophisticated machine learning models and automated MLOps pipelines. Working alongside software developers and senior leadership, you will have genuine autonomy to refine model accuracy and champion continuous engineering improvements.\nWhat You’ll Be Doing\nDeveloping, optimising, and maintaining core production models \nDesigning and implementing MLOps pipelines to streamline automated training, deployment, and performance monitoring.\nConducting data preprocessing, feature engineering, and rigorous model evaluation to ensure predictable, high-performance outcomes.\nCollaborating with cross-functional squads to understand business goals and translate them into production-ready AI solutions.\nSkills and Experience We’re Looking For\nTertiary qualification in Computer Science, Data Science, Machine Learning, or a highly quantitative field (a relevant PhD or Master’s is highly desirable).\n1-2 years of commercial experience developing and deploying machine learning models into production environments.\nStrong Python skills paired with deep familiarity in deep learning frameworks (e.g., PyTorch or TensorFlow).\nProven expertise in systems including RT-DETR or YOLO\nSolid experience implementing regression and tree-based algorithms (such as XGBoost) for automated scoring or forecasting.\nPractical understanding of MLOps best practices, including CI/CD, containerisation (Docker), and cloud services.\nWhats On Offer\nThe opportunity to work directly with frontier AI technologies and own their end-to-end commercial application.\nA dynamic, collaborative, and modern work environment in Christchurch.\nGenuine technical autonomy and defined pathways for career growth.\nTo find out more about this opportunity or to have a confidential discussion, please apply now","description_format":"text","description_chars":2476,"description_truncated":false,"requirements":{"experience_years_min":1,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"master","optional":true},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":[],"lifecycle":[{"event":"open","at":"2026-10-16T05:18:16Z"}],"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":17,"reasons":["conf:0","win:early","comp:junior"],"computed_at":"2026-10-16T05:45:00Z"},"pay":null,"html_url":"https://alion.io/job/walker-smith-machine-learning-engineer","json_url":"https://alion.io/job/walker-smith-machine-learning-engineer.json","meta":{"generated_at":"2026-10-17T05:12:24Z","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":6910,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-18T00:00:00Z"}},"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":4423671},"rest":"https://alion.io/mcp/rest/get_company?id=4423671"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fwalker-smith-machine-learning-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%2Fwalker-smith-machine-learning-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%2Fwalker-smith-machine-learning-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/walker-smith-machine-learning-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fwalker-smith-machine-learning-engineer"}]}