Machine Learning Operations Engineer (TS/SCI + Poly), The DarkStar Group, LLC, Chantilly, VA
The DarkStar Group, LLC -
Chantilly, VA,
US
Machine Learning Operations Engineer (TS/SCI + Poly)
Date Posted: 2024-06-01
Job description
Description
The DarkStar Group is seeking a Machine Learning Operations Engineer with a TS/SCI + Poly clearance (applicable to this customer) to join one of our top projects in Chantilly, 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
Support a mission office with infrastructure and related services for a data / ML environment. Duties will include implementation of infrastructure as code with CI/CD and UI components, automation of deployments of new and updated elements of the data pipeline, performance monitoring, auto-scaling, support for integration of new tools and capabilities, disaster recovery and CoOP planning, documentation, and INFOSEC processes. Elements of the environment are to be increasingly containerized and deployed on GPUs.
Required Skills
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:
** We have a huge growth opportunity, so we are offering up to a $25,000 reward for anyone new you refer whom we hire. **
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.
The DarkStar Group is seeking a Machine Learning Operations Engineer with a TS/SCI + Poly clearance (applicable to this customer) to join one of our top projects in Chantilly, 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
Support a mission office with infrastructure and related services for a data / ML environment. Duties will include implementation of infrastructure as code with CI/CD and UI components, automation of deployments of new and updated elements of the data pipeline, performance monitoring, auto-scaling, support for integration of new tools and capabilities, disaster recovery and CoOP planning, documentation, and INFOSEC processes. Elements of the environment are to be increasingly containerized and deployed on GPUs.
Required Skills
- 5 years of experience and bachelor's degree or 10 years of experience
- Experience with advanced Python programming for data science and analytics
- Experience with Linux and Bash
- Experience with Docker & use of command line interface to orchestrate containerization
- Experience creating unit tests, documentation, and participating in code reviews
- Experience with ML models
- Experience with developing CI/CD workflows across multiple environments
- Experience with management of non-person entities in multiple environments
- Experience with ELK stack, AWS, and Nvidia Triton
- Experience with OAuth 2.0 open standard protocol
- Experience with at least some of: NLP, computer vision, times series, cyber / network analysis
- Ability to obtain Nutanix certification or Kubernetes certification within 3 months of start
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. **
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.