SDE III Gen AI
Tasks
- Architect scalable microservices
- Build AI data processing pipelines
- Build RAG pipelines
- Build embedding systems for vector search
- Build multimodal search systems
- Build real time AI inference systems
- Create technical documentation and runbooks
- Deploy AI models to cloud using containers and orchestration
- Deploy edge AI solutions with ONNX and TensorRT
- Design and implement production generative AI applications
- Design multi-agent AI systems
- Develop computer vision pipelines
- Develop custom tools and function calling
- Develop multimodal AI systems
- Fine-tune large language models
- Implement MLOps practices
- Implement contextual embeddings and reranking
- Implement evaluation frameworks with human feedback
- Implement prompt engineering strategies
- Integrate multiple foundation models with fallback and load balancing
- Lead code reviews and technical design sessions
- Mentor junior engineers
- Optimize token usage and caching
- Research and prototype emerging AI technologies
- Secure AI applications against prompt injection and data leakage
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | Async Programming | Automated testing | B testing | BM25 | Cloud Computing | Cloud platform | Computer Vision | Containerization | Contextual Embeddings | Cross Encoder Reranking | Cross-Encoder | Data Leakage Prevention | Data inference | Data leakage | Dense retrieval | Docker | Edge AI | Embedding Models | Evaluation Frameworks | Fine Tuning | GCP | Generative AI | Google Cloud | Google Cloud Platform | Graph RAG | Hugging Face | Hugging Face Transformers | Human Feedback | Hybrid Search Caching | Hybrid search | Injection Defense | Jailbreaking Defense | Kubernetes | Langchain | Langgraph | Language Models | Large Language Models | Latency optimization | Leakage prevention | MLOps | Machine Learning | Microservices | Model versioning | Multimodal AI | Multiprocessing | ONNX | Object Detection | Prompt engineering | Prompt injection | Prompt injection defense | PyTorch | Python | Question Answering | React | Real Time | Real-time monitoring | Retrieval-Augmented Generation | Secure AI | Streaming Data | Streaming Data Inference | TensorRT | Transformers | Tree-of-Thoughts | Vector Databases | Vector indexing | Visual Question Answering
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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