{"id":1459701,"url":"https://alion.io/job/awtg-data-scientist","title":"Data Scientist","company":{"id":1907331,"name":"AWTG","domain":"awtg.co.uk","url":"https://alion.io/company/awtg","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Schema","truth_index":{"grade":"D","score":43,"open_postings":43,"ghost_share":0.953,"stale_share":0,"repost_share":0,"time_to_fill_p50_days":null,"computed_at":"2026-10-01T05:45:00Z"}},"role":"Data Science","role_family":"Data Science","seniority":null,"employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"inferred","locations":[],"countries":[],"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":"Machine Learning","optional":false},{"name":"Python","optional":false},{"name":"Agile","optional":true},{"name":"Git","optional":true},{"name":"NLP","optional":true},{"name":"Time Series Forecasting","optional":true}],"status":"live","first_seen_at":"2026-05-15T11:29:43Z","employer_posted_date":"2026-05-15","last_verified_at":"2026-09-29T18:21:10Z","board_verified":false,"closed_at":null,"days_open":139,"trust":{"level":"ghost","repost_count":0,"flags":["stale","company_stale"],"days_open":138},"description":"Role overview\nThe Data Scientist will use data science, statistics and machine learning techniques to generate insight and develop practical solutions for AWTG and its clients. The role works with multidisciplinary teams to explore data, build models and communicate findings clearly.\nYou will work with multidisciplinary teams across data, AI, software engineering, product, QA and delivery to create practical outcomes for clients and end users.\nKey responsibilities\nExplore, prepare, analyse and visualise data to identify patterns, trends and opportunities.\nDevelop data science outputs such as models, reports, dashboards, forecasts or decision-support tools.\nApply appropriate statistical, machine learning or analytical techniques to solve business or user problems.\nWork with data engineers, analysts, developers and product teams to deliver usable data science solutions.\nDocument methods, assumptions, limitations and validation results clearly and responsibly.\nConsider data ethics, privacy and security throughout the data science life cycle.\nEssential skills and experience\nExperience applying data science or statistical methods to real-world problems.\nGood knowledge of Python, R or similar programming languages for analysis and modelling.\nUnderstanding of machine learning, statistical testing, model validation and performance metrics.\nAbility to prepare, clean and transform data for analysis and modelling.\nAbility to communicate technical findings and visualisations to non-technical audiences.\nAwareness of data ethics, privacy, bias, model limitations and responsible use of data.\nDesirable skills and experience\nExperience with NLP, time series, optimisation, predictive analytics or simulation.\nExperience with cloud data platforms, notebooks, Git, APIs or data pipelines.\nExperience delivering data science outputs within Agile or multidisciplinary teams.\nWhat success looks like\nData science outputs are valid, explainable and aligned to business needs.\nModels and analysis are documented, tested and communicated clearly.\nInsights help teams improve services, operations or decision-making.","description_format":"text","description_chars":2118,"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":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Cybersecurity","Information Technology","Science & Engineering"],"lifecycle":[{"event":"open","at":"2026-09-29T11:41:06Z"}],"liveness":{"score":3,"band":"cold","label":"Long shot","p_open":1,"p_active":0.124,"p_room":0.28,"age_days":138,"expected_fill_days":21,"reasons":["conf:35","stale_co","ghost","win:tail","crowd:"],"computed_at":"2026-10-01T05:45:00Z"},"pay":null,"html_url":"https://alion.io/job/awtg-data-scientist","json_url":"https://alion.io/job/awtg-data-scientist.json","meta":{"generated_at":"2026-10-02T01:14:16Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","usage":{"tier":"crawler","counted_by":"address","units_charged":1,"used_today":1402,"day_limit":5000,"remaining_today":3598,"minute_limit":60,"resets_at":"2026-10-03T00:00:00Z"}}}