{"id":2947078,"url":"https://alion.io/job/abc-legal-services-data-scientist","title":"Data Scientist","company":{"id":668716,"name":"ABC Legal Services","domain":"abclegal.com","url":"https://alion.io/company/abclegal","size_band":"501-1000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Greenhouse","truth_index":{"grade":"B","score":74,"open_postings":118,"ghost_share":0.508,"stale_share":0,"repost_share":0.008,"time_to_fill_p50_days":12,"computed_at":"2026-10-23T05:54:15Z"}},"role":"Data Science","role_family":"Data Science","seniority":"middle","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Longmont, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":{"min":110000,"max":130000,"currency":"USD","period":"year","gross":null,"usd_annual":130000},"salary_estimate":null,"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Amazon Aurora","optional":false},{"name":"Amazon EventBridge","optional":false},{"name":"Amazon S3","optional":false},{"name":"Amazon SageMaker","optional":false},{"name":"AWS","optional":false},{"name":"AWS Glue","optional":false},{"name":"AWS Lambda","optional":false},{"name":"CatBoost","optional":false},{"name":"Claude Code","optional":false},{"name":"CloudFormation","optional":false},{"name":"Confluence","optional":false},{"name":"Copilot","optional":false},{"name":"LightGBM","optional":false},{"name":"Machine Learning","optional":false},{"name":"Metabase","optional":false},{"name":"MySQL","optional":false},{"name":"Pytest","optional":false},{"name":"Python","optional":false},{"name":"Scikit-learn","optional":false},{"name":"SQL","optional":false},{"name":"XGBoost","optional":false}],"status":"live","first_seen_at":"2026-10-20T17:44:02Z","employer_posted_date":"2026-10-20","last_verified_at":"2026-10-23T07:44:48Z","board_verified":true,"closed_at":null,"days_open":2,"trust":{"level":"ok","repost_count":0,"flags":["company_stale"],"days_open":2},"description":"Data Scientist \nOn-site in Longmont, Colorado. Monday through Friday, business hours, Mountain Time. \nAbout Docketly \nDocketly, a sister company to ABC Legal Services, is a fast-growing legal-tech company based in Longmont, Colorado. For the creditors’ rights industry, we make hiring a stand-in attorney easy, fast, and reliable. We pair proprietary software with a nationwide network of attorneys. \nJob Overview \nYou build and run the machine learning and analytics systems behind Docketly’s operations. You build and run production models, from first idea to a live, monitored system on AWS. ABC Legal’s data science team is your sounding board on methods. You build the BI reporting that leadership, operations, and client teams use daily. You support pricing and margin decisions with financial modeling. You work closely with backend engineers on data infrastructure and production issues. This role can grow into Senior Data Scientist as you take full ownership of the production model and the pricing roadmap. \nKey Responsibilities \nModel development and MLOps \nBuild and run the full lifecycle of production ML models: framing, feature engineering, training, validation, deployment on AWS SageMaker (Model Registry, real-time endpoints), inference infrastructure (for example, AWS Lambda), and ongoing monitoring. \nBuild and maintain automated retraining and drift monitoring for deployed models. \nRun staged production rollouts with holdout comparisons to prove model impact before full release. Review the test design with the team before launch. \nUse AI coding tools to speed up analysis, modeling, and MLOps work. \nAnalytics, pricing, and reporting \nBuild and maintain the BI layer leadership relies on for exec reporting on revenue, margin, and volume, from dashboard design through data accuracy. \nRun pricing and margin analysis for client accounts, including ad hoc investigations for named strategic accounts. Model the financial impact of proposed pricing changes before they go live. \nBuild and maintain rules-based pricing and case-difficulty logic by court and county, alongside statistical and ML approaches. \nBuild and tune large scoring and prioritization frameworks in Metabase, such as weighting, percentile scenarios, and drop-rate analysis, that drive daily operational decisions such as Hearing priority and assignment. \nTurn ambiguous business questions into clear, well-scoped analyses. \nCross-functional partnership and documentation \nPartner with engineering on data pipelines (AWS Glue, Lambda, EventBridge). Investigate and help resolve production database performance issues, such as ORM query patterns and indexing, alongside backend engineering. \nWrite down your methods and decisions in Confluence or an equivalent shared space, as you go, so other teams can find your reasoning and build on it without asking you directly. \nSystems & Skills \nRequired \nBachelor’s degree in a related field, or equivalent practical experience, and 3+ years of experience with applied statistics or machine learning. \nApplied statistics: probability, hypothesis testing, and model evaluation across classification and regression/quantile models (for example, precision, recall, calibration, quantile coverage, and drift). \n3+ years of experience with SQL and a relational database in a professional capacity. Docketly’s production database runs on MySQL/Aurora, about 400 tables. \nPython for data analysis and modeling: pandas, scikit-learn, and a gradient-boosting framework (XGBoost, LightGBM, or CatBoost). Our production model uses CatBoost-based quantile regression. \nExperience training and deploying at least one model to production, or on a cloud ML platform such as AWS SageMaker. \nMetabase or comparable BI tooling. \nClear written and verbal communication with non-technical stakeholders. \nPreferred \nStaged production rollouts (canary or phased release) with holdout comparisons to prove model impact before full release. \nAWS Glue, S3, Lambda, EventBridge, CloudFormation. \nComfortable using AI coding tools such as Claude Code or GitHub Copilot to move faster on analysis and modeling work. \nExperience diagnosing production database performance issues, such as query plans, indexing, and ORM-generated query patterns, in a large, high-table-count schema. \nSoftware-engineering practices applied to ML code, such as automated testing with pytest, for production pipelines. \nBenefits \nHealth, Dental, and Vision Insurance \n401(k) with Company Matching \nPaid Time Off \n7 Paid Company Holidays \n4 Floating Holidays per Year \nLife Insurance and AD&D Insurance \nLong-Term Disability \nHealth Care Reimbursement Flexible Spending Account (FSA) \nDependent Care Flexible Spending Account \nEmployee Assistance Program (EAP) \nPet Insurance \nSchedule & Location \nSchedule: Monday-Friday, 8:00 AM-5:00 PM (Mountain Time) in Longmont, CO. \nSalary Range: $110,000-$130,000 depending on experience \n Application closing date: November 20, 2026, at 11:59pm","description_format":"text","description_chars":4974,"description_truncated":false,"requirements":{"experience_years_min":3,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":false,"languages":[]},"benefits":["Life insurance","Vision insurance"],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Legal Services"],"lifecycle":[{"event":"open","at":"2026-10-20T18:57:55Z"}],"visa":[{"country":"US","licensed_sponsor":true,"evidence":"H-1B filings in 12 months: 2","filings_12m":2,"filings_prev_12m":1,"green_card_filings_12m":0,"median_offered_wage_usd":167500,"route":null,"cap_exempt":false,"checked_at":"2026-10-15T11:24:14+00:00","sources":["US Department of Labor: LCA disclosure data (H-1B, H-1B1, E-3)"],"filings_for_role_12m":0}],"liveness":{"score":66,"band":"ok","label":"Likely open","p_open":1,"p_active":0.662,"p_room":1,"age_days":2,"expected_fill_days":12,"reasons":["conf:2","stale_co","urgency","win:early","comp:brand"],"computed_at":"2026-10-23T05:54:15Z"},"pay":{"stated_usd_annual":130000,"is_top_pay":true},"html_url":"https://alion.io/job/abc-legal-services-data-scientist","json_url":"https://alion.io/job/abc-legal-services-data-scientist.json","meta":{"generated_at":"2026-10-23T11:39:29Z","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":17640,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-24T00:00:00Z"}},"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":668716},"rest":"https://alion.io/mcp/rest/get_company?id=668716"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fabc-legal-services-data-scientist"},{"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%2Fabc-legal-services-data-scientist"},{"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%2Fabc-legal-services-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/abc-legal-services-data-scientist\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fabc-legal-services-data-scientist"}]}