{"id":997286,"url":"https://alion.io/job/job-mail-machine-learning-engineer-intermediate-remote","title":"Machine Learning Engineer (Intermediate) (Remote)","company":{"id":701519,"name":"Job Mail","domain":"jobmail.co.za","url":"https://alion.io/company/job-mail","size_band":null,"is_staffing_agency":true,"employer_type":"agency","is_intermediary":true,"listed_via":"jobmail.co.za","ats_vendor":"Schema","truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"middle","employment_type":"full_time","work_mode":"remote","remote_scope":"stated_countries","remote_scope_basis":"board_field","remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["South Africa"],"countries":["ZA"],"hiring_countries":["ZA"],"hiring_countries_total":1,"salary":null,"salary_estimate":null,"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":".NET","optional":false},{"name":"Blazor","optional":false},{"name":"C#","optional":false},{"name":"CI/CD","optional":false},{"name":"Entity Framework Core","optional":false},{"name":"Git","optional":false},{"name":"Machine Learning","optional":false},{"name":"ML.NET","optional":false},{"name":"MS SQL","optional":false},{"name":"SQLite","optional":false},{"name":"Time Series","optional":false},{"name":"WPF","optional":false}],"status":"closed","first_seen_at":"2026-09-17T08:13:58Z","employer_posted_date":"2026-10-13","last_verified_at":"2026-11-02T20:16:10Z","board_verified":false,"closed_at":"2026-11-02T20:16:10Z","days_open":46,"trust":{"level":"ghost","repost_count":6,"flags":["repost"],"days_open":45},"description":"Machine Learning Engineer (Intermediate) (Remote)\nEngineering/Technical\nRemote\nENVIRONMENT:\nOur client is on the hunt for an Intermediate Data Analyst / Machine Learning Engineer to grow their sim racing apps data driven telemetry analysis features. Youll turn raw laps into actionable insights - building data pipelines, training/evaluating ML.NET models, and shipping them into production. Youll work primarily in C#, Entity Framework Core (code-first) with MSSQL on the server and SQLite in the app, surfacing insights in their Blazor/WPF UI. Expect clear goals, fast feedback, and close collaboration with the CTO.\nDUTIES:\nBuild end-to-end data features: ingest, clean, transform, and persist telemetry (laps, sectors, throttle/brake, steering, RPM, etc.)\nDevelop ML.NET models for driver coaching: lap alignment, pace deltas, consistency scoring, anomaly/outlier detection, stint/session segmentation\nMove prototypes to production (batch and near-real-time inference) using C# + ML.NET\nImplement backend services with EF Core (code-first)\nServer: MSSQL (schema design, migrations, performance tuning)\nApp: SQLite (lightweight schemas, efficient queries, migrations)\nExpose analytics via APIs and integrate results into Blazor/WPF dashboards and overlays\nAdd data quality checks, validation, and observability (metrics, logging, tracing)\nWrite integration tests, keep CI/CD green, and document datasets, features, and experiments\nParticipate in code reviews; follow and improve coding standards\nREQUIREMENTS\n3+ years total experience, with solid C#/.NET backend skills\nPractical ML.NET experience (regression/classification/clustering; time-series a plus)\nProficiency with EF Core, LINQ, and code-first workflows across MSSQL (server) and SQLite (app)\nAbility to design features, evaluate models (cross-validation, proper metrics), and ship to production\nComfortable with Git workflows, integration testing, and CI/CD\nNice to have:\nSignal processing for telemetry (resampling, smoothing, filtering)\nReal-time/near-real-time analytics, caching, and background workers\nVisualization skills for comparative laps and telemetry overlays\nExperimentation (A/B), metric design (pace/consistency indices) \nInterest in sim racing or motorsport \nApply for this Job","description_format":"text","description_chars":2257,"description_truncated":false,"requirements":{"experience_years_min":3,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[{"name":"South Africa","iso":"ZA","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":[],"lifecycle":[{"event":"open","at":"2026-09-17T08:13:58Z"},{"event":"close","at":"2026-09-17T13:00:37Z"},{"event":"reopen","at":"2026-09-19T09:07:19Z"},{"event":"close","at":"2026-09-19T12:39:16Z"},{"event":"reopen","at":"2026-09-20T10:47:07Z"},{"event":"close","at":"2026-09-20T14:25:31Z"},{"event":"reopen","at":"2026-09-24T11:11:22Z"},{"event":"close","at":"2026-09-24T16:07:27Z"},{"event":"reopen","at":"2026-09-28T08:10:51Z"},{"event":"close","at":"2026-09-28T12:06:59Z"},{"event":"reopen","at":"2026-10-06T09:54:34Z"},{"event":"close","at":"2026-10-06T12:41:50Z"},{"event":"reopen","at":"2026-10-07T08:05:42Z"},{"event":"close","at":"2026-10-07T11:53:10Z"},{"event":"reopen","at":"2026-10-09T09:18:33Z"},{"event":"close","at":"2026-10-09T17:17:37Z"},{"event":"reopen","at":"2026-10-13T09:43:26Z"},{"event":"close","at":"2026-10-13T20:08:06Z"},{"event":"restore","at":"2026-10-16T06:49:29Z"},{"event":"close","at":"2026-11-02T20:16:10Z"}],"visa":[],"liveness":null,"pay":null,"html_url":"https://alion.io/job/job-mail-machine-learning-engineer-intermediate-remote","json_url":"https://alion.io/job/job-mail-machine-learning-engineer-intermediate-remote.json","meta":{"generated_at":"2026-11-03T20:15:17Z","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":2872,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-04T00:00:00Z"}},"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":701519},"rest":"https://alion.io/mcp/rest/get_company?id=701519"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fjob-mail-machine-learning-engineer-intermediate-remote"},{"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%2Fjob-mail-machine-learning-engineer-intermediate-remote"},{"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%2Fjob-mail-machine-learning-engineer-intermediate-remote"},{"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/job-mail-machine-learning-engineer-intermediate-remote\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fjob-mail-machine-learning-engineer-intermediate-remote"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":997286}},{"tool":"search_jobs","arguments":{"company":"jobmail.co.za","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":997286},"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); 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