AI Engineer
Apolis
AI Engineer
Location: Charlotte, NC – Hybrid
About the Role
We are seeking an experienced AI Engineer to design, build, and scale AI/ML solutions with a focus on enterprise-grade Generative AI deployments. The ideal candidate will have hands-on experience delivering customer-facing AI solutions on Google Cloud Platform (GCP), including experience with Gemini Enterprise.
Key Responsibilities
- Design, develop, and deploy AI/ML solutions and Generative AI applications for enterprise customers.
- Architect and implement solutions leveraging Gemini Enterprise, including Gemini for Google Workspace, AI agents, grounding, and search.
- Build and productionize ML pipelines, APIs, and services using Python.
- Design and implement RAG (Retrieval-Augmented Generation) architectures, agentic workflows, and LLM-based applications.
- Deploy, monitor, and optimize AI/ML models and services on GCP.
- Work with Vertex AI, BigQuery, Cloud Run, GKE, Cloud Functions, and Pub/Sub.
- Collaborate directly with customers and stakeholders to gather requirements and translate business problems into scalable AI solutions.
- Ensure AI solutions meet enterprise standards for security, scalability, performance, and cost efficiency.
- Partner with data engineering, MLOps, and platform teams to integrate AI capabilities into existing enterprise systems.
- Stay current with evolving GCP AI/ML technologies, including Vertex AI, Gemini models, Agent Builder, and Model Garden.
- Mentor junior engineers and contribute to AI/ML development standards and best practices.
Required Qualifications
- 7+ years of experience in software, AI, or ML engineering roles.
- Hands-on customer-facing experience with Gemini Enterprise or equivalent enterprise Generative AI platforms.
- Strong expertise in Google Cloud Platform (GCP), including: Vertex AI, BigQuery, Cloud Run / GKE, IAM, Basic networking.
- Advanced Python programming skills.
- Experience with ML/AI libraries and frameworks such as TensorFlow, PyTorch, Scikit-learn, LangChain, LangGraph.
- Strong understanding of LLM fundamentals, including Prompt Engineering, Fine-tuning, Embeddings, Vector Databases, RAG.
- Experience deploying and scaling ML models in production environments.
- Strong understanding of API design, microservices, and cloud-native architecture.
- Excellent communication skills with the ability to work directly with enterprise customers and stakeholders.
Preferred Qualifications
- GCP Professional certifications such as Professional Machine Learning Engineer, Professional Cloud Architect, Professional Data Engineer.
- Experience with MLOps tools such as Vertex AI Pipelines, Kubeflow, and MLflow.
- Experience with Agentic AI frameworks and multi-agent orchestration.
- Background in Sales Engineering, Solutions Architecture, or Pre-Sales Technical Consulting.
- Familiarity with AI data governance, security, compliance, and responsible AI practices.
Key Skills
AI/ML | Generative AI | GCP | Vertex AI | Gemini Enterprise | Gemini Models | Python | TensorFlow | PyTorch | Scikit-learn | LangChain | LangGraph | LLM | RAG | Prompt Engineering | Embeddings | Vector Databases | Agentic AI | Agent Builder | Model Garden | BigQuery | Cloud Run | GKE | Cloud Functions | Pub/Sub | API Design | Microservices | MLOps | MLflow | Kubeflow
Top 3 Must-Have Skills
- Gemini Enterprise / Enterprise Generative AI
- GCP / Vertex AI / Python
- RAG, LLMs & Agentic AI
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