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M1 Technology LLC · 3 weeks ago

Data and AI Engineer

Tysons Corner, VA

Full-time

Hybrid

Mid Level

M1 Technology LLC is seeking a Software & Data/AI Engineer to analyze structured and unstructured datasets and implement AI-based systems. The role involves leveraging Python and AI expertise to optimize data management and develop innovative solutions for stakeholder engagement.

Big DataConsultingSoftware

Responsibilities

As a Software & Data/AI Engineer in this role, you will be tasked with the intricate process of analyzing both structured and unstructured datasets

Your primary objective will be to identify commonalities across these datasets, organize them into a uniform structure, and perform entity resolution on the unstructured data

This will require a deep understanding of Python development and a proven track record of handling diverse data types

You will be expected to leverage your strong AI experience, particularly with large language models and GenAI, to implement a Chatbot-style interface that will serve as a critical touchpoint for stakeholders

Your role will also involve the design, architecture, and prototyping of complex AI-based systems that are essential for the organization's data management strategy

Your technical toolkit should include proficiency in working with vector databases and SQL, as well as a solid grasp of User Interface implementation using frameworks such as React or Angular

Familiarity with AWS cloud architecture will be crucial as you will be responsible for deploying AI models that can process a wide array of structured and unstructured data formats

The ability to clean data for ingestion and analysis is also a key part of your role, ensuring that the data is primed for optimal AI model performance

Your success in this position will be bolstered by your capacity to examine data holdings and use cases critically, enabling you to determine the most effective approach for grooming data for the AI systems you will be developing

To excel in this position, you should bring a wealth of experience in AI model optimization, which will be central to your daily responsibilities

Your role will require you to integrate Large Language Model chatbots, a cutting-edge technology that will enhance the organization's data interaction capabilities

The ability to navigate and implement vector databases will be essential, as this forms the backbone of the data structuring process

Your success will be measured by your ability to seamlessly integrate AI models that effectively manage the organization's diverse data formats

Your innovative approach to AI-based architecture will not only streamline data processes but also set new standards for data management within the organization

Qualification

Python developmentAI experienceVector databasesAWS cloud architectureSQLEntity resolutionUser Interface implementationAI model optimizationHandling structuredUnstructured dataExperience integrating APIsExamine data holdings