Machine Learning / Data Science Engineer

CapTech is an award-winning consulting firm that partners with clients to leverage technology for achieving their business goals. With a focus on strong relationships, CapTech works with Fortune 100 companies, mid-sized enterprises, and government agencies across the country. They are committed to fostering a culture of equality, inclusion, and fairness.

Introduction

CapTech is an award-winning consulting firm dedicated to leveraging technology to achieve client objectives. We are seeking a talented Machine Learning / Data Science Engineer to design and implement data-driven solutions with a focus on building and deploying scalable ML systems in enterprise environments.

Responsibilities

• Strategize with clients, data scientists, engineers, and cross-functional teams to implement end-to-end machine learning solutions and identify new approaches to meet business needs.
• Deconstruct client needs into data-driven processes/models and analytical measures.
• Analyze and transform large datasets stored on various enterprise-level data platforms (e.g., AWS, Azure, GCP).
• Design, develop, and deploy advanced analytical solutions using client data (e.g., recommender systems, natural language processing, risk scoring).
• Productionize ML systems, focusing on optimization and scalability to meet client requirements.
• Contribute to the growth of CapTech's Machine Learning and Data Science practices through client presentations, proposal writing, business development events, and leading junior teams.

Requirements

• Bachelor's degree or equivalent combination of education and experience.
• Hands-on experience manipulating and analyzing large (multi-billion record) datasets.
• 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.
• Comfort and proficiency in framing data-driven problems from cross-industry business requirements.
• Experience applying analytical methods across multiple business domains (e.g., customer analytics, marketing, finance, digital channels).
• Hands-on experience implementing production-scale machine learning systems in one or more domains (i.e., personalization, natural language processing, computer vision).
• Knowledge of DevOps and automation best practices.
• Knowledge of statistics and statistical modeling methods.
• Knowledge of model management and model versioning best practices.

Nice to Have

• Experience working with LLMs (e.g., GPT, Claude, Mistral, etc.) in a production setting.
• Experience with prompt engineering, MCP and RAG, and agentic AI architectures.
• Strong understanding of conversational UX and prompt evaluation metrics.
• Experience with agentic frameworks in practice (langchain, n8n, pydantic, etc.).
• Experience with multi-agent orchestration.

Benefits

CapTech offers a comprehensive benefits package and career development opportunities, including:

• Flexible work environment; remote work is permitted when compatible with CapTech and client needs.
• Learning & Development programs: certification and tuition support, digital on-demand learning, mentorship, and skill development paths.
• Modern Health: mental health and well-being platform.
• Carrot Fertility: inclusive fertility and family-forming coverage.
• Fringe: company-paid stipend for personalized lifestyle benefits (e.g., Netflix, Spotify, student loan repayment, travel, fitness).
• Employee Resource Groups.
• Philanthropic Partnerships.
• 401(k) Matching with no vesting period.

About Company

CapTech is an award-winning consulting firm that partners with clients to leverage technology for achieving their business goals. With a focus on strong relationships, CapTech works with Fortune 100 companies, mid-sized enterprises, and government agencies across the country. They are committed to fostering a culture of equality, inclusion, and fairness.

How to Apply

Applicants must be authorized to work directly for any employer in the United States without visa sponsorship. CapTech cannot transfer nor sponsor a work visa for this position. If reasonable accommodation is needed to participate in the job application or interview process, please contact Laura Massa directly via email lmassa@captechconsulting.com.