{"schemaVersion":"jobsearcher.job.v1","id":"e29027f8006b5f5a47146674","url":"https://jobsearcher.com/jobs/e29027f8006b5f5a47146674","canonicalUrl":"https://jobsearcher.com/jobs/e29027f8006b5f5a47146674","title":"Machine Learning / Data Science Engineer","description":"Overview\nIn this role, you design and deploy data-driven ML solutions for enterprise clients, collaborating with cross-functional teams to deliver scalable systems. You’ll transform business needs into data-centric models and production-ready pipelines, leveraging multiple cloud platforms. You will help grow CapTech’s ML/Data Science practice through client work, proposals, and leadership of junior teams. This position offers a chance to influence real-world outcomes across diverse domains while working in a collaborative, client-focused environment.\n\nCompensation / BenefitsLearning & Development programsModern HealthCarrot FertilityFringe stipend401(k) matchingFlexible work arrangements\nResponsibilitiesCollaborate with clients, data scientists, engineers, and cross-functional teams to deliver end-to-end ML solutions and explore new approachesTranslate client needs into data-driven models and analytical measuresAnalyze and transform large datasets across enterprise data platforms (AWS, Azure, GCP)Design, develop, and deploy advanced analytics solutions (recommender systems, NLP, risk scoring)Productionize ML systems with emphasis on optimization and scalabilitySupport growth of CapTech’s ML/DS practices via client presentations, proposals, events, and guiding junior staff\nKey requirementsBachelor or equivalent in education/experienceHands-on experience with large-scale data sets (multi-billion records)Proficiency in Python, Scala, or similar languagesStrong SQL, Spark, NoSQL, and cloud data processing in productionContainerization and microservices experience (e.g., Docker)Experience with Snowflake, Databricks, Azure SQL, Amazon RDSAbility to frame data-driven problems from cross-industry requirementsHands-on experience deploying production ML in domains like personalization, NLP, or computer visionKnowledge of DevOps, automation, statistics, model management/versioningExperience with LLMs in production, prompt engineering, MCP and RAG, agentic AI architecturesFamiliarity with conversational UX and evaluation metricsExperience with LangChain, n8n, pydantic, and multi-agent orchestrationCollaboration across cross-functional teamsStrong communication and client-facing presentation skillsLeadership and mentoring of junior staffPythonScalaSQL","company":"Captech","rawCompany":"captech","city":"Alpharetta","state":"GA","isRemote":false,"isActive":false,"createdAt":"2026-09-15T04:05:19.871Z","occupations":[{"code":"15-2051.00","title":"Data Scientists","slug":"data-scientists"},{"code":"15-1252.00","title":"Software Developers","slug":"software-developers"},{"code":"15-1243.01","title":"Data Warehousing Specialists","slug":"data-warehousing-specialists"}],"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":"541690","title":"Other Scientific and Technical Consulting Services","slug":"other-scientific-and-technical-consulting-services"}],"jobPosting":{"@context":"https://schema.org","@type":"JobPosting","title":"Machine Learning / Data Science Engineer","description":"Overview\nIn this role, you design and deploy data-driven ML solutions for enterprise clients, collaborating with cross-functional teams to deliver scalable systems. You’ll transform business needs into data-centric models and production-ready pipelines, leveraging multiple cloud platforms. You will help grow CapTech’s ML/Data Science practice through client work, proposals, and leadership of junior teams. This position offers a chance to influence real-world outcomes across diverse domains while working in a collaborative, client-focused environment.\n\nCompensation / BenefitsLearning & Development programsModern HealthCarrot FertilityFringe stipend401(k) matchingFlexible work arrangements\nResponsibilitiesCollaborate with clients, data scientists, engineers, and cross-functional teams to deliver end-to-end ML solutions and explore new approachesTranslate client needs into data-driven models and analytical measuresAnalyze and transform large datasets across enterprise data platforms (AWS, Azure, GCP)Design, develop, and deploy advanced analytics solutions (recommender systems, NLP, risk scoring)Productionize ML systems with emphasis on optimization and scalabilitySupport growth of CapTech’s ML/DS practices via client presentations, proposals, events, and guiding junior staff\nKey requirementsBachelor or equivalent in education/experienceHands-on experience with large-scale data sets (multi-billion records)Proficiency in Python, Scala, or similar languagesStrong SQL, Spark, NoSQL, and cloud data processing in productionContainerization and microservices experience (e.g., Docker)Experience with Snowflake, Databricks, Azure SQL, Amazon RDSAbility to frame data-driven problems from cross-industry requirementsHands-on experience deploying production ML in domains like personalization, NLP, or computer visionKnowledge of DevOps, automation, statistics, model management/versioningExperience with LLMs in production, prompt engineering, MCP and RAG, agentic AI architecturesFamiliarity with conversational UX and evaluation metricsExperience with LangChain, n8n, pydantic, and multi-agent orchestrationCollaboration across cross-functional teamsStrong communication and client-facing presentation skillsLeadership and mentoring of junior staffPythonScalaSQL","datePosted":"2026-09-15T04:05:19.871Z","dateModified":"2026-09-15T04:05:19.871Z","hiringOrganization":{"@type":"Organization","name":"Captech","sameAs":"https://jobsearcher.com"},"jobLocation":{"@type":"Place","address":{"@type":"PostalAddress","addressLocality":"Alpharetta","addressRegion":"GA","addressCountry":"US"}},"identifier":{"@type":"PropertyValue","name":"JobSearcher","value":"e29027f8006b5f5a47146674"},"url":"https://jobsearcher.com/jobs/e29027f8006b5f5a47146674"}}