{"schemaVersion":"jobsearcher.job.v1","id":"5880bae920a4ae01308f2369","url":"https://jobsearcher.com/jobs/5880bae920a4ae01308f2369","canonicalUrl":"https://jobsearcher.com/jobs/5880bae920a4ae01308f2369","title":"Data Analyst","description":"Role SummaryThis role supports commercial pharma sales analytics operations and enhancements, working across modern data platforms such as Databricks, Apache Airflow, Apache Spark, and Amazon S3.The focus is on maintaining and improving data pipelines, enabling scalable data processing, and supporting business-critical sales analytics use cases.Key ResponsibilitiesDevelop and optimize complex SQL logic using Spark SQL for large-scale datasetsManage and monitor data pipelines across Apache Airflow and Databricks, including job execution, failure triage, and ensuring timely data availabilityExecute data validation, reconciliation, and quality checks across source and processed layers (e.g., Amazon S3) to maintain accuracy and reliabilitySupport recurring business reporting and analytics processes (KPIs, performance tracking, incentive compensation, QBR datasets) ensuring SLA adherenceIdentify and implement improvements in pipeline performance and scalability using Apache Spark / SQL and automationBuild and maintain ETL/ELT pipelines using Python and SparkEnable sales analytics use cases including KPIs, QBRs, incentive compensation, call activity, and targetingMonitor, troubleshoot, and optimize pipelines, including serverless components like AWS LambdaEnsure data quality, validation, and reconciliation across upstream and downstream systemsCollaborate with business and analytics teams to translate requirements into data solutionsMaintain documentation for pipelines, datasets, and business logicCore Skills & ExperienceStrong SQL expertise (joins, aggregations, window functions, performance tuning)Hands-on experience with Databricks and Apache Spark / Spark SQLExperience with Apache AirflowProficiency in Python for data processingExperience with AWS ecosystem (Amazon S3, AWS Lambda)Understanding of pharma commercial / sales analytics (KPIs, IC, QBRs, field performance)Strong analytical thinking and problem-solvingEffective communication and stakeholder collaborationAdditional Context (Good to Have)Experience with field force / territory-level analyticsExposure to production support models, SLA management, and pipeline monitoringFamiliarity with data governance and access control in regulated environmentsMandatory: SQL, Databricks, Apache Spark, AWS (Amazon S3, AWS Lambda), Pharma Commercial Analytics, Apache Airflow","company":"Quantzig","rawCompany":"quantzig","city":"Thousand Oaks","state":"CA","isRemote":false,"isActive":false,"createdAt":"2026-05-10T03:58:30.689Z","occupations":[{"code":"15-1243.01","title":"Data Warehousing Specialists","slug":"data-warehousing-specialists"},{"code":"15-2051.00","title":"Data Scientists","slug":"data-scientists"},{"code":"15-2051.01","title":"Business Intelligence Analysts","slug":"business-intelligence-analysts"}],"industries":[{"code":"541512","title":"Computer Systems Design Services","slug":"computer-systems-design-services"},{"code":"541511","title":"Custom Computer Programming Services","slug":"custom-computer-programming-services"},{"code":"518210","title":"Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services","slug":"computing-infrastructure-providers-data-processing-web-hosting-and-related-services"}],"jobPosting":{"@context":"https://schema.org","@type":"JobPosting","title":"Data Analyst","description":"Role SummaryThis role supports commercial pharma sales analytics operations and enhancements, working across modern data platforms such as Databricks, Apache Airflow, Apache Spark, and Amazon S3.The focus is on maintaining and improving data pipelines, enabling scalable data processing, and supporting business-critical sales analytics use cases.Key ResponsibilitiesDevelop and optimize complex SQL logic using Spark SQL for large-scale datasetsManage and monitor data pipelines across Apache Airflow and Databricks, including job execution, failure triage, and ensuring timely data availabilityExecute data validation, reconciliation, and quality checks across source and processed layers (e.g., Amazon S3) to maintain accuracy and reliabilitySupport recurring business reporting and analytics processes (KPIs, performance tracking, incentive compensation, QBR datasets) ensuring SLA adherenceIdentify and implement improvements in pipeline performance and scalability using Apache Spark / SQL and automationBuild and maintain ETL/ELT pipelines using Python and SparkEnable sales analytics use cases including KPIs, QBRs, incentive compensation, call activity, and targetingMonitor, troubleshoot, and optimize pipelines, including serverless components like AWS LambdaEnsure data quality, validation, and reconciliation across upstream and downstream systemsCollaborate with business and analytics teams to translate requirements into data solutionsMaintain documentation for pipelines, datasets, and business logicCore Skills & ExperienceStrong SQL expertise (joins, aggregations, window functions, performance tuning)Hands-on experience with Databricks and Apache Spark / Spark SQLExperience with Apache AirflowProficiency in Python for data processingExperience with AWS ecosystem (Amazon S3, AWS Lambda)Understanding of pharma commercial / sales analytics (KPIs, IC, QBRs, field performance)Strong analytical thinking and problem-solvingEffective communication and stakeholder collaborationAdditional Context (Good to Have)Experience with field force / territory-level analyticsExposure to production support models, SLA management, and pipeline monitoringFamiliarity with data governance and access control in regulated environmentsMandatory: SQL, Databricks, Apache Spark, AWS (Amazon S3, AWS Lambda), Pharma Commercial Analytics, Apache Airflow","datePosted":"2026-05-10T03:58:30.689Z","dateModified":"2026-05-10T03:58:30.689Z","hiringOrganization":{"@type":"Organization","name":"Quantzig","sameAs":"https://jobsearcher.com"},"jobLocation":{"@type":"Place","address":{"@type":"PostalAddress","addressLocality":"Thousand Oaks","addressRegion":"CA","addressCountry":"US"}},"identifier":{"@type":"PropertyValue","name":"JobSearcher","value":"5880bae920a4ae01308f2369"},"url":"https://jobsearcher.com/jobs/5880bae920a4ae01308f2369"}}