Dynamo Technologies, LLC · 1 day ago
Machine Learning & Data Engineer
Vienna, VA
Full-time
Hybrid
Mid, Senior Level
5+ years expDynamo Technologies is seeking a hybrid Machine Learning and Data Engineer to join their Innovation Division, a dynamic research and development team. This role involves developing intelligent systems that transform unstructured data into actionable insights and building pipelines for data processing in federal environments.
ConsultingInformation TechnologySoftware
No H1B
Security Clearance RequiredU.S. Citizen Only
Responsibilities
Develop intelligent systems that transform unstructured data into actionable insights
Build pipelines that scale across cloud and self-hosted environments
Help clients understand how agentic AI systems can be deployed securely and cost-effectively in federal environments
Rapidly prototype and deploy AI-powered solutions
Extract data from complex documents using multimodal AI models and OCR tools
Build data pipelines that convert PDFs and unstructured documents into structured, normalized formats
Implement PII and IP redaction systems for sensitive applications
Design and deploy retrieval-augmented generation systems for chatbots and knowledge management platforms
Integrate graph databases and vector stores to enhance document retrieval and question-answering capabilities
Present work to both internal stakeholders and external clients, demonstrating software capabilities and helping shape solution architectures for federal contracting opportunities
Qualification
Required
Demonstrated experience with text extraction using multimodal AI models and OCR tools for processing multi-page applications and forms
Proven ability to build data pipelines on both AWS and self-hosted Linux environments that transform unstructured data from PDFs and documents into structured, normalized formats
Experience implementing PII redaction and name/IP redaction systems
Strong presentation skills with a track record of presenting software and technical solutions to stakeholders and leaders for internal and external R&D projects
Understanding of federal contracting environments, RFP processes, and solution architecture development
Bachelor's degree in Computer Science or 5-10 years of equivalent work experience
Proficient in Python, SQL, Git, and Docker
Cloud-agnostic and platform-agnostic mindset with ability to work across different environments
Occasional travel required
Secret Clearance or ability to obtain a Secret Clearance
Preferred
Experience with hybrid database architectures, particularly Neo4j graph databases alongside vector stores like Qdrant and Pinecone
Working knowledge of retrieval-augmented generation (RAG) for chatbot and knowledge management system development
Hands-on experience deploying agentic systems including LLMs, image generators, image classifiers, and video generators, with understanding of deployment patterns, sizing and scaling considerations, and token architecture
Ability to design intelligent systems that integrate seamlessly with each other across platforms
Active security clearance for defense work
Bachelor's or Master's degree in Computer Science, Data Science, Engineering, or related field
Helpful: Experience with front-end application development using frameworks like Tailwind, JavaScript, Svelte/SvelteKit, React, Angular, or similar JavaScript frameworks
Comfortable building and configuring hardware and infrastructure when needed
Company
Dynamo Technologies, LLC
Dynamo Technologies is a management consulting company providing services in the cloud, infrastructure, and software solutions.
51-200 employees
Funding
Current Stage
Growth StageLeadership Team
Vivek Taneja
Co-Founder, President
Recent News
Company data provided by crunchbase