Software & Data/AI Engineer (TS/SCI + Poly)

Description

The DarkStar Group, a GRVTY Company is seeking a Software & Data/AI Engineer with a TS/SCI + Poly clearance (applicable to this customer) to join one of our top projects in Tysons Corner, VA. Below is an overview of the project, as well as information on our company, our benefits, and our $25,000 referral program.

THE PROJECT

The DarkStar Group's team provides tactical data engineering solutions. We embed skilled Data Engineers, Data Scientists, and ETL Developers directly into intelligence analyst groups to be their go-to data wranglers. We develop new tools, code, and services to execute data engineering activities. Our engineers work to collect, process, and feed analytic tools, turning data into intelligence in response to immediate mission needs, with direct impact on real world situations. You will see your work used here on a daily basis, and you'll have the opportunity to support a variety of Sponsor mission organizations and mission partner organizations.

This is a time of development and growth on the program, with an increasing number of missions being supported. The work is high impact and important, and the customer moves quickly. The environment is fast-paced, flexible, and open to innovation - you'll have more latitude here in choosing how to achieve results than on many other projects. The customer cares more about what you can do as opposed to your years of experience, and work hours are typically quite flexible - roll up your sleeves, get things done, and no one cares much about the specific hours that you work. The work space itself is also quite nice, and there is an excellent cafeteria!

The tech stack on this team is rather huge and includes Python (Pandas, numpy, scipy, scikit-learn, standard libraries, etc.), Python packages that wrap Machine Learning (packages for NLP, Object Detection, etc.), Linux, AWS/C2S, Apache NiFi, Spark, pySpark, Hadoop, Kafka, ElasticSearch, Solr, Kibana, neo4J, MariaDB, Postgres, Docker, Puppet, and many others.

Work on this program takes place in Chantilly, VA, McLean, VA and in various field offices throughout Northern VA (we cannot support remote work) and requires a TS/SCI + Polygraph clearance (acceptable to this customer).

THE ROLE

• 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.

Required Skills

• Python development
• Handling structured and unstructured data
• Entity resolution
• Strong AI experience working with large language models and GenAI
• Experience working with vector databases
• SQL
• User Interface implementation using Javascript, React, Angular or a similar framework
• Experience integrating APIs
• AWS cloud architecture
• AI model optimization
• Ability to examine data holdings and use cases to determine best approach for grooming data
• Bachelor's Degree

Desired Skills (Optional)

• Field specific skills or certifications related to AI, data analysis, or software engineering

About The DarkStar Group
Our Company

The DarkStar Group is a small business that solves BIG problems. We're one of the Inc. 5000 fastest-growing private companies in the US, and our engineers and scientists support the most critical national security missions in Virginia, Maryland, and elsewhere. Data Science, Software Engineering, Cloud/AWS Infrastructure, and Cyber/CNO are our core areas of expertise. We offer interesting and important work, job security, some of the best and most flexible benefits you'll find in the IC, and salaries so strong that they'll likely surprise you.

Our Benefits

The DarkStar Group offers exceptional compensation and benefits:

• very strong salaries;
• 100% company-paid medical, dental, and vision premiums for you and all dependents;
• the ability to get increased salary if you don't need medical/dental/vision;
• 100% company-paid disability and life insurance benefits;
• a generously-funded HSA;
• an 8% 401(k) contribution;
• 31 days of PTO/holidays to start (more with tenure);
• the ability to flex time across pay periods without using your PTO;
• a generous training budget;
• $25,000 employee referral bonuses;
• business development / growth incentives; and
• top notch company swag.

** We have a huge growth opportunity, so we are offering up to a $25,000 reward for anyone new you refer whom we hire. **

The DarkStar Group, A GRVTY Company, is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran and will not be discriminated against on the basis of disability.

Anyone requiring reasonable accommodations should email ds_recruiting@grvty.comor call 703-544-7930 with requested details. A member of the HR team will respond to your request within 2 business days.

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