Full Stack AI Engineer
- ASCII Group LLC
3 Hours Ago
NA
W2
Pittsburgh-PA
10-12 Years
Required Skills: Python, Generative AI, SQL
Job Description
- Minimum years of experience required: 5+ years of relevant experience; 10+ years of overall experience
- Must Have Skills: AI, Python
- Nice to Have Skills: Java Springboot, Angular
- Detailed Job Description:
- Design and develop AI/ML solutions using supervised, unsupervised, deep learning, NLP, time series forecasting, and anomaly detection techniques to address business challenges.
- Build Generative AI applications leveraging LLMs, prompt engineering, fine-tuning, Retrieval-Augmented Generation (RAG), and AI agent frameworks.
- Experience of working for banking domain
- Develop and maintain end-to-end AI pipelines, covering data ingestion, preprocessing, model training, deployment, monitoring, and continuous improvement
- Demonstrate strong programming expertise in Python and SQL, with hands-on experience in ML libraries such as Scikit-learn, TensorFlow, PyTorch, Hugging Face, SpaCy, and NLTK.
- Work with large-scale data ecosystems, including ETL processes, data lakes, data warehouses, streaming platforms, and tools like Spark, Databricks, or Microsoft Fabric.
- Implement MLOps best practices, including CI/CD pipelines, model governance, explainability, monitoring, Docker-based containerization, and Kubernetes orchestration.
- Deploy AI models through APIs and microservices, ensuring seamless integration with enterprise applications, systems, and cloud platforms.
- Utilize cloud-based AI services on Azure or AWS, including platforms such as Azure Machine Learning and Amazon SageMaker.
- Collaborate with business and technology stakeholders to translate business requirements into scalable AI solutions while tracking ROI and value realization.
- Contribute to AI innovation and best practices through reusable frameworks, AI copilots, semantic models, knowledge graphs, LangChain/Semantic Kernel orchestration, and synthetic data techniques
Must Have Skills:
- AI/ML
- Python
- Generative AI
- LLM/RAG
- SQL
