Machine Learning / Data Science Engineer
CapTech2 days ago
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OnsiteFull-timeMid
Summary
CapTech is seeking a Machine Learning / Data Science Engineer to join their team in Richmond, VA. The role involves designing and implementing data-driven solutions, focusing on building and deploying scalable machine learning systems in enterprise environments.
About the Role
As a Machine Learning / Data Science Engineer, you will strategize with clients and cross-functional teams to implement end-to-end machine learning solutions. Your responsibilities will include analyzing large datasets, designing advanced analytical solutions, and productionizing ML systems to meet client requirements. You will also contribute to the growth of CapTech's Machine Learning and Data Science practices through client presentations and leading teams.
About You
Required:
- Bachelor's degree or equivalent combination of education and experience.
- Hands-on experience manipulating and analyzing large (multi-billion record) data sets.
- Hands-on experience developing data-driven solutions using Python, Scala, or similar languages.
- Proficiency leveraging SQL, Spark, NoSQL, and/or cloud data processing frameworks in a production setting.
- Proficiency with containerization (e.g., Docker) and microservices.
- Proficiency with data warehousing tools/environments such as Snowflake, Databricks, Azure SQL, Amazon RDS.
- Experience applying analytical methods across multiple business domains.
- Hands-on experience implementing production-scale machine learning systems.
Preferred:
- Knowledge of DevOps and automation best practices.
- Knowledge of statistics and statistical modeling methods.
- Experience working with LLMs (e.g., GPT, Claude, Mistral) in a production setting.
- Experience with prompt engineering and agentic AI architectures.
- Strong understanding of conversational UX and prompt evaluation metrics.
Benefits
- Generous PTO and health coverage.
- Disability insurance and paid family leave.
- Learning & Development programs offering certification and tuition support.
- Mental health and well-being platform providing 1:1 care and group support.
- Inclusive fertility and family-forming coverage.
- Company paid stipend program for personalized lifestyle benefits.
- Employee Resource Groups promoting diversity and inclusion.
- Opportunities for philanthropic partnerships.
- 401(k) Matching with no vesting period.
CapTech
CapTech is a technology consulting firm focused on defining and delivering what’s next for organizations. We are strategic problem-solvers. At the heart of our approach is a deep understanding of the power of technology. We thrive on leveraging the latest innovations to overcome even the greatest of obstacles. See how at captechconsulting.com.
Richmond, VA