{"id":4173315,"url":"https://alion.io/job/davies-group-senior-associate-data-3","title":"Senior Associate - Data","company":{"id":672845,"name":"Davies Group","domain":"davies-group.com","url":"https://alion.io/company/davies-group","size_band":"5000+","is_staffing_agency":false,"employer_type":"services","is_intermediary":false,"listed_via":null,"ats_vendor":"Pinpoint","truth_index":{"grade":"A","score":100,"open_postings":22,"ghost_share":0,"stale_share":0,"repost_share":0.091,"time_to_fill_p50_days":15,"computed_at":"2026-11-12T10:38:37Z"}},"role":"Customer Success","role_family":"Customer Success","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":["Pune, India"],"countries":["IN"],"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":"A/B Testing","optional":false},{"name":"Azure Data Factory","optional":false},{"name":"Machine Learning","optional":false},{"name":"Microsoft Fabric","optional":false},{"name":"NLP","optional":false},{"name":"Power BI","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"Scikit-learn","optional":false},{"name":"SQL","optional":false}],"status":"live","first_seen_at":"2026-11-11T15:20:43Z","employer_posted_date":"2026-11-11","last_verified_at":"2026-11-12T15:20:43Z","board_verified":true,"closed_at":null,"days_open":1,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":1},"description":"As a Senior Associate - AI / Data at Davies, you will collate, model, and interpret complex data to deliver business-focused insights and applied science solutions across the claims lifecycle and broader professional services operations. You will work across the full data science pipeline - from data assembly and feature engineering through to model development, validation, and deployment - partnering with stakeholders across the Group to turn data into measurable business value.\nKey Responsibilities\nAssemble, cleanse, and model large, complex datasets from across the Group to meet functional and non-functional business requirements, using the medallion architecture on the Davies Microsoft data platform (Azure Data Factory, Microsoft Fabric, and Power BI). \nDesign, build, and validate statistical and machine learning models for business-focused use cases including claims triage, fraud detection, outcome prediction, and operational efficiency optimisation. \nCollect and structure data through a combination of business analysis, study design, and automated collection pipelines - identifying the most valuable signals within large, complex datasets. \nBuild and maintain analytical tools and reporting solutions that provide stakeholders with actionable insight into key business performance metrics, including operational efficiency, claims outcomes, and customer experience. \nCreate clear, compelling reports, dashboards, and presentations that translate complex data findings into simple, actionable recommendations for business, product, and executive audiences. \nDevelop and implement experimental frameworks for data collection and model evaluation, including A/B testing, model validation, and performance monitoring in production environments. \nPartner with data engineers, AI engineers, and platform teams to ensure data science outputs are production-ready, well-documented, and integrated effectively into Davies systems and workflows. \nWork with stakeholders across data, product, design, and executive teams to understand their data science needs, define problem statements clearly, and deliver solutions that are technically rigorous and practically useful. \nContribute to the continuous improvement of data science practice at Davies, including tooling, methodology, model governance, and knowledge sharing across the AI Office and wider Group. \nSkills, Knowledge and Expertise\nProficiency in Python and/or R for data analysis, statistical modelling, and machine learning, with strong command of relevant libraries (pandas, scikit-learn, PyTorch, or equivalent).\nHands-on experience with the Microsoft data platform, including Azure Data Factory, Microsoft Fabric, and Power BI, for data ingestion, transformation, and visualisation.\nExperience designing and evaluating machine learning models - including classification, regression, clustering, and NLP techniques - and deploying them in production or near-production environments.\nStrong SQL skills and experience working with relational databases, data warehouses, and medallion architecture data lake patterns.\nAbility to visualise and communicate complex data in the most effective way possible - matching chart type, narrative, and level of detail to the audience and business question.\nExcellent written and verbal communication skills, demonstrated through the preparation of reports, presentations, and technical documentation for diverse audiences including senior leadership.\nAnalytical and problem-solving mindset with exceptional attention to detail - comfortable searching through large, messy datasets to surface usable and statistically meaningful insight.\nAbility to work independently and collaboratively across teams with different technical backgrounds, translating between data science concepts and business requirements with clarity.\nExperience building data transformation processes that handle workload management, data structures, dependencies, and metadata in a governed, repeatable way.\nFamiliarity with model monitoring, experiment tracking, and MLOps principles - ensuring that models remain performant and auditable over time. Continuous improvement mindset, naturally inquisitive and intellectually driven, with a passion for finding signal in data and translating it into business impact.\nExperience applying data science in insurance, financial services, claims management, or other regulated industries is a strong advantage, particularly where data governance and model explainability are key requirements.\nFamiliarity with AI and generative AI tooling - including LLMs, embedding models, and vector search - and an interest in how classical data science and modern AI methods can be combined to deliver greater business value is an advantage.","description_format":"text","description_chars":4755,"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":["Legal Services","Business Process Outsourcing (BPO)","InsurTech"],"lifecycle":[{"event":"open","at":"2026-11-12T15:20:43Z"}],"visa":[],"liveness":{"score":86,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.86,"p_room":1,"age_days":1,"expected_fill_days":15,"reasons":["conf:1","win:early","comp:brand"],"computed_at":"2026-11-12T17:13:44Z"},"pay":null,"html_url":"https://alion.io/job/davies-group-senior-associate-data-3","json_url":"https://alion.io/job/davies-group-senior-associate-data-3.json","meta":{"generated_at":"2026-11-12T17:13:44Z","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":36192,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-13T00:00:00Z"}},"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":672845},"rest":"https://alion.io/mcp/rest/get_company?id=672845"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fdavies-group-senior-associate-data-3"},{"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%2Fdavies-group-senior-associate-data-3"},{"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%2Fdavies-group-senior-associate-data-3"},{"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/davies-group-senior-associate-data-3\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fdavies-group-senior-associate-data-3"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":4173315}},{"tool":"search_jobs","arguments":{"company":"davies-group.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":4173315},"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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