AI-ML Engineer
2 months ago
We are seeking an experienced AI-ML Engineer to join our team at AIT Global. The successful candidate will be responsible for developing and implementing Generative AI and Traditional AI Platform Capabilities on enterprise on-prem and cloud platforms.
Key Responsibilities- Develop and Implement AI-ML Solutions: Participate in the development of Generative AI and Traditional AI Platform Capabilities on enterprise on-prem and cloud platforms.
- Vector Database and Data Ingestion: Work on vector database, create index, write Python code for data ingestion, and work with content management systems to parse and chunk data.
- AI Model Delivery and Deployment: Responsible for AI model delivery to on-prem infrastructure and cloud platforms (GCP-Vertex AI, Azure ML).
- Automation and Model Scoring: Build and deploy automation capabilities to deploy ML Models and LLM Models on the enterprise on-prem platform and cloud platform.
- Data Pipeline Deployment and Standardization: Build and deploy capabilities for automating model scoring/inferencing of ML models and LLMs, and data pipeline deployment standardization.
- Collaboration and SME Guidance: Collaborate with product owners, devOps team, data scientists, and support teams to define and drive end-to-end model scoring pipelines, and provide SME guidance for data science teams on software engineering principles, model deployments, and platform capabilities.
- AI Use Case Delivery and Production Support: Drive AI use case delivery end-to-end collaborating with data scientists, data engineers, and LOB technology using standardized platform processes and capabilities, and support production issues partnering with production support.
- 5+ Years of Python Experience
- 5+ Years of Big Data Experience (Big Query, Hadoop)
- 3 Years of Experience in AIML Area (MLOps)
- 2+ Years of Experience in Developing APIs using Python/FastAPI
- Good to Have 1+ Year of Experience in LLM, Generative AI (developing capabilities or dev/ops)
- Good to Have Experience in Developing APIs on GCP/Azure/API Gateways
- Good to Have 1+ Year of Experience in Vector Database, Model Development
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