{"id":3664930,"url":"https://alion.io/job/crystal-practicante-cientifico-de-datos","title":"Practicante Cientifico de Datos","company":{"id":177918,"name":"Crystal","domain":"crystalknows.com","url":"https://alion.io/company/crystal-3","size_band":"5000+","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workable","truth_index":null},"role":"Data Science","role_family":"Data Science","seniority":"intern","employment_type":"internship","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Sabaneta, Colombia"],"countries":["CO"],"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":"NLP","optional":false},{"name":"SQL","optional":false}],"status":"live","first_seen_at":"2026-10-30T00:00:00Z","employer_posted_date":null,"last_verified_at":"2026-10-30T00:00:00Z","board_verified":false,"closed_at":null,"days_open":7,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":7},"description":"Vincúlate con nuestro propósito de existir para ayudar a las personas a expresar su esencia a través de una moda consciente, sé parte de nuestro equipo de practicantes.\n\nFunciones:1. Análisis de datos: Analizar grandes volúmenes de información para identificar patrones, tendencias y relaciones significativas que aporten valor a la toma de decisiones estratégicas y operativas.2. Preparación y depuración de datos: Extraer, limpiar y transformar datos provenientes de diferentes fuentes (bases SQL, APIs, archivos, etc.), garantizando su calidad, consistencia y trazabilidad.3. Exploración y análisis descriptivo (EDA): Realizar análisis exploratorios que permitan comprender la estructura, distribución y correlaciones de las variables, documentando hallazgos y supuestos relevantes.4. Desarrollo de modelos y algoritmos: Diseñar, entrenar y evaluar modelos estadísticos y de machine learning orientados a resolver problemas reales de negocio, comparando líneas base con versiones mejoradas y aplicando métricas adecuadas al caso de uso.5. Ingeniería de características:\n\nGenerar, seleccionar y transformar variables clave (feature engineering) mediante técnicas de imputación, normalización y reducción de dimensionalidad.6.\n\nProcesamiento de lenguaje natural (NLP): Implementar y probar técnicas de NLP para extraer información valiosa de textos y documentos no estructurados, fortaleciendo productos y servicios de la organización.7.\n\nConstrucción de pipelines reproducibles: Estructurar flujos automatizados de procesamiento, entrenamiento y evaluación mediante scripts o notebooks, manteniendo control de versiones y documentación técnica.8. Comunicación de resultados: Elaborar informes técnicos y ejecutivos que traduzcan los hallazgos analíticos en recomendaciones prácticas, facilitando la comprensión de resultados a audiencias no técnicas.9. Soporte operativo y despliegue: Acompañar la ejecución de procesos automáticos (jobs, archivos programados o endpoints de prueba) junto al equipo de desarrollo o arquitectura de datos.10.\n\nBuenas prácticas y ética de datos: Aplicar lineamientos de calidad, privacidad y seguridad de datos, promoviendo el uso responsable y ético de la información y los modelos analíticos.","description_format":"text","description_chars":2227,"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":[],"lifecycle":[{"event":"open","at":"2026-11-03T05:29:20Z"}],"visa":[],"liveness":{"score":86,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.86,"p_room":1,"age_days":7,"expected_fill_days":23,"reasons":["seen:7","win:early","comp:junior"],"computed_at":"2026-11-06T05:58:05Z"},"pay":null,"html_url":"https://alion.io/job/crystal-practicante-cientifico-de-datos","json_url":"https://alion.io/job/crystal-practicante-cientifico-de-datos.json","meta":{"generated_at":"2026-11-06T10:11:10Z","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":18340,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-07T00:00:00Z"}},"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":177918},"rest":"https://alion.io/mcp/rest/get_company?id=177918"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fcrystal-practicante-cientifico-de-datos"},{"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%2Fcrystal-practicante-cientifico-de-datos"},{"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%2Fcrystal-practicante-cientifico-de-datos"},{"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/crystal-practicante-cientifico-de-datos\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fcrystal-practicante-cientifico-de-datos"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3664930}},{"tool":"search_jobs","arguments":{"company":"crystalknows.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3664930},"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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