Machine Learning / Data Science Engineer

Overview CapTech seeks a Machine Learning Engineer to design and deploy scalable ML solutions for enterprise clients. You will work with cross-functional teams to translate needs into data-driven models and production-ready systems. The role involves modern ML techniques, data platform work, and client-facing delivery to grow CapTech’s ML and DS practices. This is a hands-on, collaboration-driven role at a firm that values relationships, learning, and impact. Compensation / BenefitsLearning & Development – certification and tuition supportModern Health – mental health and well-being platformCarrot Fertility – fertility and family-forming coverageFringe – lifestyle benefits stipend401(k) matchingflexible work environment and remote options ResponsibilitiesCollaborate with clients and cross-functional teams to implement end-to-end ML solutionsTranslate client needs into data-driven processes and measuresAnalyze and transform large enterprise datasets (AWS, Azure, GCP)Design, develop, and deploy ML solutions (recommender systems, NLP, risk scoring)Productionize ML systems with a focus on optimization and scalabilityGrow ML/Data Science practice through client presentations, proposals, and leading teams of junior data scientists and engineers Key requirementsBachelor's degree or equivalent experienceHands-on experience with large datasets (multi-billion records)Proficiency in Python, Scala, or similar languagesSQL, Spark, NoSQL, and/or cloud data processing in productionContainerization and microservices (Docker)Experience with Snowflake, Databricks, Azure SQL, Amazon RDSAbility to frame data-driven problems from cross-industry requirementsHands-on experience with production-scale ML in domains like personalization, NLP, or computer visionKnowledge of DevOps, statistics, model management/versioningExperience with LLMs in production, prompt engineering, MCP, RAG, and agentic AI architecturesExperience with LangChain, n8n, pydantic, multi-agent orchestrationcollaboration and teamworkclient presentation and communicationproblem-solving and analytical thinkingPythonScalaSQL