At GDIT, people are our differentiator. As an Artificial Intelligence (AI) and Machine Learning (ML) Solutions Architect supporting our broad portfolio of programs across the Centers for Medicare and Medicaid (CMS), you will be trusted with the overall design and development of AI and ML solutions. In this role, you will evaluate AI/ML technologies and solutions and develops technical roadmaps for future implementations.
We are GDIT. The people supporting and securing some of the most complex government, defense, and intelligence projects across the country. We ensure today is safe and tomorrow is smarter. Our work has meaning and impact on the world around us, but also on us, and that’s important.
GDIT is your place. You make it your own by embracing autonomy, seizing opportunity, and being trusted to deliver your best every day.
We think. We act. We deliver. There is no challenge we can’t turn into opportunity. Our work depends on an AI and ML Solutions Architect joining our team to support our CMS programs.
In this role, a typical day will include:
Works with customers to define key capabilities and performance requirements.
Develops business case analysis on potential projects.
Ensures security is integrated into all architecture solutions.
Acts as a subject-matter expert for multiple areas including; system engineering process, Information Assurance (IA), Cyber Security, and configuration management.
Leads planning for implementation of system additions and/or enhancements. Makes recommendations to program leadership and stakeholders.
Evaluates new application, infrastructure and cloud decisions in existing context of applications, infrastructure, standards, current business strategy and future business strategy.
Determines system specifications, input/output processes, and working parameters for hardware/software compatibility.
Bachelor's degree or equivalent work experience
Required Experience/Technical Qualifications
15 plus years of experience designing and integrating technology solutions to solve business needs.
2 years of hands-on experience with AWS implementations
2 years of hands-on experience with one or more Big Data platforms such as EMR, Databricks, Hortonworks, Cloudera
1 year of hands-on experience with developing, architecting or running ML/deep learning workloads in the cloud
Knowledge of one or more ML products (SAS Enterprise miner, IBM SPSS Modeler, Rapid Miner, Anaconda)
1 year of experience with one or more deep learning libraries such as TensorFlow, PyTorch, Keras, and others
3 years of experience with predictive modeling in R and/or Python
Familiar with one or more Data Science notebooks (Zeppelin, Jupyter)
3 years of experience with SQL
Familiar with contextual word embeddings (one or more of word2vec/GloVe/ELMO/BERT)
Knowledge of search and indexing using Big data (SOLR, Lucene)
Health Care Industry or Centers for Medicare and Medicaid Services (CMS) experience
AWS – Certified associate architect
AWS – Certified Professional architect
AWS - Certified Machine Learning Specialty
Experience with Azure and GCS
Experience with SAS (GRID, Viya) on premises or in the cloud
Containerization experience with Kubernetes, Docker, AWS ECS
Hands-on experience with networking and data migrations
Hands-on experience with hybrid cloud implementations
Hands-on experience with OKTA, SAML integrations, Windows administrations
Familiar with NLP/text mining
Familiar with a broad range of ML and deep learning frameworks
Soft skills to work with a broad group of individuals from very technical, project, program and Customer facing
Exceptional written communication and presentation skills including the ability to engage different stakeholders in developing and implementing designs
Strong analytical and problem solving capabilities
Must be able to obtain a public trust clearance
Must have lived in the United States at least three (3) of the last five (5) years
WHAT GDIT CAN OFFER YOU
• As part of our team, talented individuals will have autonomy, career mobility, challenging work, and an esprit de corps team environment. We offer flexible work hours and remote work options.
General Dynamics Information Technology is an Equal Opportunity/Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or veteran status, or any other protected class.
We are GDIT. The people supporting some of the most complex government, defense, and intelligence projects across the country. We deliver. Bringing the expertise needed to understand and advance critical missions. We transform. Shifting the ways clients invest in, integrate, and innovate technology solutions. We ensure today is safe and tomorrow is smarter. We are there. On the ground, beside our clients, in the lab, and everywhere in between. Offering the technology transformations, strategy, and mission services needed to get the job done.
GDIT is an Equal Opportunity/Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or veteran status, or any other protected class.