Software Engineer II A - GBS IND
INR 2000K-3500K (estimate) Mid-level Full Time
Tasks
- Benchmark and optimize AI workloads
- Build CI CD pipelines for model deployment
- Build LLM-based applications
- Build agent based architectures
- Build scalable inference APIs
- Conduct code reviews and mentorship
- Create logging and observability for LLM
- Design RAG pipelines
- Design microservices for preprocessing and postprocessing
- Develop A/B testing infrastructure
- Develop model serving infrastructure
- Develop prompt engineering workflows
- Document technical designs APIs and runbooks
- Drive agile sprint planning and execution
- Implement fine-tuning pipelines
- Implement hallucination detection and safety guardrails
- Implement model monitoring drift detection and evaluation
- Implement testing strategies
- Implement vector database solutions
- Integrate multimodal models
- Optimize model inference performance
- Research and prototype GenAI technologies
Perks/Benefits
Skills/Tech-stack
A/B | A/B Testing | Adapters | Agent Frameworks | Automated Evaluation | B testing | Batching | Bias detection | CI/CD | CSS | Caching | Champion Challenger | Compliance | Container Platform | Data Privacy | Docker | Drift Detection | Embedding Models | Faiss | Fine Tuning | Git | HTML | Hallucination detection | Hardware acceleration | Haystack | Hugging Face | Hugging Face Transformers | Impala | Inference APIs | Instruction Tuning | Integration Testing | JavaScript | Kafka | Kubernetes | LLM safety | Langchain | Llamaindex | LoRA | Load Balancing | Logging | MLOps | Microservices | Model Drift | Model Drift Detection | Model Monitoring | Model Serving | MongoDB | Multimodal Models | MySQL | Observability | OpenShift | OpenShift Container Platform | Oracle | Prompt engineering | PyTorch | Python | QLoRA | Quantization | REST APIs | React | Redis | Retrieval-Augmented Generation | Security | Semantic Search | Sentence Transformers | TensorFlow | Testing | Unit Testing | Unix/Linux | Vector Databases | Vector indexing
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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