{"id":3951851,"url":"https://alion.io/job/shift-senior-data-scientist","title":"Senior Data Scientist","company":{"id":174878,"name":"Shift","domain":"shift.com.au","url":"https://alion.io/company/shift-3","size_band":"201-500","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Ashby","truth_index":null},"role":"Data Science","role_family":"Data Science","seniority":"senior","employment_type":"full_time","work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Sydney, Australia"],"countries":["AU"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"CI/CD","optional":false},{"name":"Claude","optional":false},{"name":"Copilot","optional":false},{"name":"Databricks","optional":false},{"name":"Machine Learning","optional":false},{"name":"Python","optional":false},{"name":"SQL","optional":false}],"status":"live","first_seen_at":"2026-11-09T02:47:39Z","employer_posted_date":"2026-11-09","last_verified_at":"2026-11-09T13:38:18Z","board_verified":true,"closed_at":null,"days_open":0,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":0},"description":"Who is Shift?\n\n Shift provides business finance to small, established and corporate sized businesses in Australia, including Business Overdraft, Equipment Line, Asset Finance, Term Loan and Trade Account. Founded in 2014, Shift has funded more than 30,000 Australian businesses.\nAt Shift, our unique approach to product innovation combined with our collaborative culture means you can build your career in a supportive environment. You’ll be joining a diverse team of over 300 people who are always looking to deliver better outcomes for Australian businesses.\nAbout the role:\nWe’re building the credit risk model platform behind every lending decision at Shift. The goal is an always-on, confidence-rated view of risk for every customer, served straight to our Credit Decision Engine so models can make credit calls automatically and our people can focus on customers. Our team has deep statistical and research strength. What we need now is someone with real engineering rigour to take our models from prototype to production and make them scale. You’ll build predictive models and the deployment layer they run on. We use AI heavily in how we work: Claude sits beside us for coding and deployment, and Copilot helps review our PRs.\nWhat you’ll do:\nBuild and deploy machine learning models that predict credit risk (PD, LGD, EAD and expected loss), including how different types of security change our loss exposure\n\nTurn our prototype model deployment layer into something scalable: versioned, monitored and reliable enough for automated decisions\n\nMake sure every model can be trusted in production, with monitoring, data validation and documentation, so no model depends on the person who built it\n\nBring in new data sources, including customer insights from our AI-powered Customer Knowledge Engine\n\nLead projects from start to finish, then pass the knowledge on and lift the team’s engineering standards along the way\n\nWork with Credit, Product, Risk and Technology to agree what the models need to deliver and explain the results in plain language\n\nWhat you’ll bring:\n5+ years building predictive models in a business setting, with a track record of getting them into production and keeping them there\n\nStrong Python and SQL, with solid engineering habits: version control, CI/CD, testing and code review\n\nHands-on experience building model services or APIs, including serving, versioning and monitoring\n\nExperience with Databricks or another distributed computing environment\n\nA solid statistical foundation, including how to measure how confident a model is in its predictions\n\nExperience in credit risk, lending or financial services is a plus, but not essential\n\nThe ability to explain complex work simply to senior stakeholders\n\nCuriosity about using AI to work smarter, and the habit of fixing problems properly instead of patching them\n\nKey benefits:\nHybrid working: we’re headquartered in North Sydney with state-based workplaces and offer a hybrid work policy. Our offices have spaces for collaboration, socialising and focused work.\n\nParental leave: up to 26 weeks paid.\n\nStrategy Week: twice a year the whole team comes together to hear the business strategy and product and technology roadmap first-hand, with fortnightly all-company business updates in between.\n\nFlat structure: everyone can learn from each other and senior leaders across the business.\n\nWellbeing: benefits supporting your physical, psychological and financial wellbeing, from a day off on your birthday to end of trip facilities.\n\nAdditional information:\nIf you don’t meet all the qualifications or skills but think you’d be a great fit, please apply anyway.\nLearn more about working at Shift at shift.com.au/careers.","description_format":"text","description_chars":3707,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":["Hybrid work","Parental leave"],"hiring_locations":[{"name":"Australia","iso":"AU","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Business & SME Lending","Factoring & Trade Finance"],"lifecycle":[{"event":"open","at":"2026-11-09T04:15:52Z"}],"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":38,"reasons":["conf:1","win:early"],"computed_at":"2026-11-09T06:03:00Z"},"pay":null,"html_url":"https://alion.io/job/shift-senior-data-scientist","json_url":"https://alion.io/job/shift-senior-data-scientist.json","meta":{"generated_at":"2026-11-09T17:48:54Z","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":1757,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-10T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.1,"usd":0.01,"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":174878},"rest":"https://alion.io/mcp/rest/get_company?id=174878"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fshift-senior-data-scientist"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":2,"usd":0.2},"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%2Fshift-senior-data-scientist"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.1,"usd":0.01},"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%2Fshift-senior-data-scientist"},{"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/shift-senior-data-scientist\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fshift-senior-data-scientist"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3951851}},{"tool":"search_jobs","arguments":{"company":"shift.com.au","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3951851},"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); https://alion.io/mcp with an Alion account has everything. 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