Application Architect - Cloud Data Modernization

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

Location: Atlanta, GA

Duration: 12 months

• 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.

• Strong hands-on experience with Neo4j and graph-based data modeling.
• AI/ML: GPT, BERT, Generative AI, Tensor Flow, PyTorch, RAG, Bayesian inference.
• Knowledge engineering: RDF/OWL, SHACL, Semantic Web, Knowledge Graphs.
• Cloud & Dev Ops: 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.

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

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

CTG, a Cegeka company, is at the forefront of digital transformation, providing IT and business solutions that accelerate project momentum and deliver desired value. Over nearly 60 years, we have earned a reputation as a faster and more reliable, results‑driven partner. Our vision is to be an indispensable partner to our clients and the preferred career destination for digital and technology experts.

CTG leverages the expertise of over 9,000 team members in 19 countries to provide innovative solutions. Together, we operate across the Americas, Europe, and India, working in close cooperation with over 3,000 clients in many of today's highest-growth industries. For more information, visit

Our culture is a direct result of the people who work at CTG, the values we hold, and the actions we take. In other words, our people define our culture. It's a living, breathing thing that is renewed every day through the ways we engage with each other, our clients, and our communities. Part of our mission is to cultivate a workplace that attracts and develops the best people.

CTG will consider for employment all qualified applicants including those with criminal histories in a manner consistent with the requirements of all applicable local, state, and federal laws.

CTG is an Equal Opportunity Employer. CTG will assure equal opportunity and consideration to all applicants and employees in recruitment, selection, placement, training, benefits, compensation, promotion, transfer, and release of individuals without regard to race, creed, religion, color, national origin, sex, sexual orientation, gender identity and gender expression, age, disability, marital or veteran status, citizenship status, or any other discriminatory factors as required by law.

CTG is fully committed to promoting employment opportunities for members of protected classes.