Machine Learning / Data Science Engineer

CapTech is an award-winning consulting firm that partners with clients to achieve their business objectives through innovative technology solutions. Our firm is built on a foundation of strong relationships and a passion for delivering impactful results. We collaborate with a diverse range of clients, from Fortune 100 corporations to mid-sized enterprises and government agencies, providing expertise in areas such as machine learning and data science. We foster a collaborative environment where employees can continuously learn and share knowledge.

Introduction

CapTech is an award-winning consulting firm dedicated to leveraging technology to achieve client goals. We believe in building strong, lasting relationships and work with Fortune 100 companies, mid-sized enterprises, and government agencies across the country. We are seeking Machine Learning Engineers to design and implement data-driven solutions, focusing 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 ML and data science approaches.
• Deconstruct client needs into data-driven processes/models and analytical measures.
• Analyze and transform large datasets hosted 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 with a focus on optimization and scalability.
• 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 (e.g., 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.
• Applicants must be authorized to work directly for any employer in the United States without visa sponsorship.

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 is committed to offering a rewarding career with customizable progression and a comprehensive benefits package, including:

• Flexible Work Environment: Work-life balance focus, with remote work allowed when compatible with CapTech and client needs. Onsite work may be requested.
• Learning & Development: Programs for certification, tuition support, digital on-demand learning, mentorship, and skill development.
• Modern Health: Mental health and well-being platform with 1:1 care, group support, and self-serve resources.
• Carrot Fertility: Inclusive fertility and family-forming coverage (adoption, surrogacy, fertility treatments, pregnancy) and employer-sponsored funds.
• Fringe: Company-paid stipend program for personalized lifestyle benefits (Netflix, Spotify, GrubHub, student loan repayment, travel, fitness, etc.).
• Employee Resource Groups: Employee-led committees promoting diversity and inclusion.
• Philanthropic Partnerships: Opportunities for community engagement and pro-bono projects.
• 401(k) Matching: Generous matching with no vesting period.

About Company

CapTech is an award-winning consulting firm that partners with clients to achieve their business objectives through innovative technology solutions. Our firm is built on a foundation of strong relationships and a passion for delivering impactful results. We collaborate with a diverse range of clients, from Fortune 100 corporations to mid-sized enterprises and government agencies, providing expertise in areas such as machine learning and data science. We foster a collaborative environment where employees can continuously learn and share knowledge.

How to Apply

Please apply through the provided link.