AWS Solutions Analytics/SageMaker Architect Job at General Dynamics Corporation, Falls Church, VA

eDJESEJhY3dvTEVWRjN2ejF1UGZMT29PMXc9PQ==
  • General Dynamics Corporation
  • Falls Church, VA

Job Description

Responsibilities for this Position

Location: USA VA Falls Church - 3150 Fairview Park Dr (VAS095)
Full Part/Time: Full time
Job Req: RQ173820

Type of Requisition:
Regular

Clearance Level Must Currently Possess:
None

Clearance Level Must Be Able to Obtain:
None

Suitability:

Public Trust/Other Required:
None

Job Family:
Solutions Architect

Job Qualifications:

Skills:
Business Intelligence (BI), Data Science, ETL, Feature Engineering, Machine Learning Algorithms
Certifications:

Experience:
4 + years of related experience
US Citizenship Required:
No

Job Description:

GDIT is seeking an AWS SageMaker/Analytics Solutions Architect to join our team to help grow the accounts across the Department of Health and Human Services (HHS). As a solutions architect, you will work hands-on with the team to develop technical solutions that drive innovation.

This is a hybrid position, but the candidate is required to be within an hour commuting distance to the various HHS clients who are located within the DC/Maryland/Virginia area.

Responsibilities:
  • Build and configure end-to-end MLOps pipeline on AWS cloud for model management, model deployment & service and model governance using AWS SageMaker. Use Amazon SageMaker Studio for development and tracking.
  • Implement CI/CD pipelines using GITLAB to automate model deployment and updates, enabling rapid iterations and reducing time-to-market.
  • Create Framework for deploying Client models to production environments using SageMaker endpoints and set up monitoring to track model performance and drift over time.
  • Set up and run SageMaker Clarify bias analysis through Amazon Sagemaker Experiments to check the model for potential biases.
  • Setup SageMaker Model Monitor to allow clients to select data from a menu of options such as prediction output, and capture metadata such as timestamp, model name, and end point so that clients can analyze model predictions based on the metadata.
  • Create framework for Model governance.
  • Use Model Dashboard from SageMaker Studio for implementing model governance solutions.
  • Maintain logs for reproducibility, validation, conformity, and auditability.
  • Use SageMaker model registry for model management and model tracking.
  • Add Cohort model explainability used in the deployment phase, specifically in the model validation step before deployment.
  • Implement static deployment strategies (using traffic routing patterns) to deploy Client model(s) - Blue/Green, A/B
  • You will design, implement, test, document, and support cross-cutting services to help customers do machine learning at scale.
  • You'll assist in gathering and analyzing business and functional requirements, and translate requirements into technical specifications for robust, scalable, supportable solutions that work well within the overall system architecture.
Required Skills:
  • Bachelors Degree and at least 5 years of AWS Analytics and Sagemaker experience
  • Experienced in developing Data Integration and advanced analytics solutions.
  • Machine Learning and Data Science: Strong understanding of machine learning algorithms, Data preprocessing techniques and feature engineering.
  • AWS Sagemaker: In-depth knowledge of Amazon Sagemaker services including SageMaker Studio, CI/CD/CT with AWS Sagemaker and GIT.
  • Model management and model tracking using Sagemaker model registry.
  • Model governance framework, maintaining logs for reproducibility, validation, conformity, and auditability.
  • Prior experience deploying machine learning models with AWS.
  • Familiarity machine learning operations (MLOps) best practices for deployment and monitoring.
  • Expertise with AWS services supporting data science and analytics (EC2, Lambda, Sagemaker, Glue)
  • Proficiency in Python and R
The likely salary range for this position is $134,597 - $172,500. This is not, however, a guarantee of compensation or salary. Rather, salary will be set based on experience, geographic location and possibly contractual requirements and could fall outside of this range.

Scheduled Weekly Hours:
40

Travel Required:
None

Telecommuting Options:
Hybrid

Work Location:
USA VA Falls Church

Additional Work Locations:
USA MD Rockville

Total Rewards at GDIT:
Our benefits package for all US-based employees includes a variety of medical plan options, some with Health Savings Accounts, dental plan options, a vision plan, and a 401(k) plan offering the ability to contribute both pre and post-tax dollars up to the IRS annual limits and receive a company match. To encourage work/life balance, GDIT offers employees full flex work weeks where possible and a variety of paid time off plans, including vacation, sick and personal time, holidays, paid parental, military, bereavement and jury duty leave. To ensure our employees are able to protect their income, other offerings such as short and long-term disability benefits, life, accidental death and dismemberment, personal accident, critical illness and business travel and accident insurance are provided or available. We regularly review our Total Rewards package to ensure our offerings are competitive and reflect what our employees have told us they value most.

We are GDIT. A global technology and professional services company that delivers consulting, technology and mission services to every major agency across the U.S. government, defense and intelligence community. Our 30,000 experts extract the power of technology to create immediate value and deliver solutions at the edge of innovation. We operate across 30 countries worldwide, offering leading capabilities in digital modernization, AI/ML, Cloud, Cyber and application development. Together with our clients, we strive to create a safer, smarter world by harnessing the power of deep expertise and advanced technology.

We connect people with the most impactful client missions, creating an unparalleled work experience that allows them to see their impact every day. We create opportunities for our people to lead and learn simultaneously. From securing our nation's most sensitive systems, to enabling digital transformation and cloud adoption, our people are the ones who make change real.

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.

PI240156232

Back To Search ResultsGDIT supports and secures some of the most complex government, defense, and intelligence projects across the country.

Job Tags

Holiday work, Full time, Temporary work, Part time, Work experience placement, Immediate start, Remote job, Worldwide, Flexible hours,

Similar Jobs

Mid-State Wine & Liquors I LLC

Wine Sales Representative Job at Mid-State Wine & Liquors I LLC

 ...Job Description Job Description Mid-State Wine & Liquors is currently seeking full time sales associates for the Greater Houston area. If you like telling stories apply NOW. Minimum 2 years experience in the wine wholesale industry. Minimum 2 years of... 

Arrow Exterminators

Pest Control Technician - Commercial Job at Arrow Exterminators

 ...Pest Control Technician - Commercial Stark Exterminators is looking to hire a full-time Commercial Pest Control Technician to provide uncompromised service to commercial pest control customers utilizing an Integrated Pest Management approach (IPM). Our Technicians... 

NFI Industries

Jockey Job at NFI Industries

Resumen El Jockey es responsable de conducir, transportar y ubicar los remolques en los muelles de carga y/o reas de preparacin correspondientes.Responsabilidades Fije la unidad de accionamiento a los remolques para moverse hacia y desde las puertas del andn para...

Parmele Law Firm, P.C.

Federal Court Paralegal Job at Parmele Law Firm, P.C.

 ...Disability and Veterans Compensation claims, with a strong focus on federal appellate work. Our firm is dedicated to advocating for our...  ...appeals process, including the United States Federal District Courts. We are seeking a detail-oriented and proactive paralegal to join... 

Funyak Landscapes, L.P.

Hardscape Construction Team Leader Job at Funyak Landscapes, L.P.

 ...Description Job Description Hardscape Construction Team Leader Opportunity Available...  ...lighting and outdoor audio systems. Work/Life Balance. Weekly work schedule istypically...  ...Monday through Friday with minimal weekend work throughout the season. A Career...