Application Architect - Cloud Data Modernization

Computer Task Group, Inc

Atlanta, GA, USA

Published: 6/14/2022

Technology

Full Time

Job Description

Overview

CTG is seeking to fill an Application Architect – Cloud Data Modernization position for our client.

Location: Atlanta, GA
Duration: 12 months

Key Responsibilities:

Architect and modernize cloud-based data and analytics platforms.
Design and implement knowledge graph solutions using Neo4j and ontology standards.
Build AI/ML solutions leveraging transformer embeddings, Bayesian models, and RAG.
Automate CAPA and SPC workflows to reduce defect resolution time and improve quality outcomes.
Develop and deploy MLOps pipelines using Kubernetes and Apache Airflow for continuous model tuning and quality enforcement.
Collaborate with engineering, data, and business stakeholders to align technical solutions with business needs.

Required Skills & Technologies:

Strong hands-on experience with Neo4j and graph-based data modeling.
AI/ML: GPT, BERT, Generative AI, TensorFlow, PyTorch, RAG, Bayesian inference.
Knowledge engineering: RDF/OWL, SHACL, Semantic Web, Knowledge Graphs.
Cloud & DevOps: AWS or IBM Cloud, Kubernetes, Docker, Apache Airflow, CI/CD.
Data & Analytics: SQL, FAISS, Power BI; ERP exposure (SAP, Oracle) a plus.
Quality & Reliability: SPC, CAPA automation, DOE, Monte Carlo simulation, Lean Six Sigma concepts.

Experience:

Proven experience architecting cloud data modernization and AI platforms at scale.
Demonstrated success delivering production MLOps and ontology-driven knowledge graph solutions.

Education:

Bachelor’s degree in Computer Science, Engineering, Data Science, or related field (Master’s preferred), or equivalent experience.

Excellent verbal and written English communication skills and the ability to interact professionally with a diverse group are required.

CTG does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services for this role.

To Apply:
To be considered, please apply directly to this requisition using the link provided. For additional information, please contact Emily Drew at Emily.Drew@ctg.com. Kindly forward this to any other interested parties. Thank you.