22 Aug
|
Tredence
|
Bengaluru
22 Aug
Tredence
Bengaluru
Role description
Senior AI Engineer – Generative AI (GenAI) + Cloud (AWS/GCP/Azure)
We are seeking a Senior AI Engineer with deep expertise in Generative AI (GenAI) and hands-on experience deploying solutions on cloud platforms (AWS, GCP, or Azure). This role focuses on building scalable, production-ready GenAI systems, integrating LLMs into enterprise applications, and optimizing performance in cloud-native environments. You will collaborate with data scientists, product managers, and engineering teams to operationalize cutting-edge AI/ML innovations.
Key Responsibilities
- Design and deploy GenAI solutions
leveraging LLMs (e.g., GPT, LLaMA, Claude, PaLM) for enterprise use cases such as summarization, content generation, semantic search, and conversational AI.
- Implement RAG pipelines
using frameworks like LangChain, LlamaIndex, and vector databases (FAISS, Pinecone, Weaviate).
- Architect scalable AI systems
on cloud platforms (AWS Sagemaker, GCP Vertex AI, or Azure Machine Learning) using services such as BigQuery, DynamoDB, Kubernetes (EKS/GKE/AKS), and serverless functions.
- Collaborate with cross-functional teams
to productionize models, ensuring robust CI/CD pipelines, monitoring, and automated retraining.
- Optimize model serving
for latency, throughput, and cost efficiency in cloud environments.
- Integrate GenAI APIs
(OpenAI, Anthropic, Google Cloud GenAI, Azure OpenAI) into enterprise applications and co-pilot solutions.
- Establish MLOps best practices
for observability, reproducibility, and secure deployment of GenAI workloads.
- Stay updated on GenAI research
, tools, and cloud advancements to continuously improve system capabilities.
Required Skills and Experience
- 5+ years of experience in AI/ML engineering, with 2+ years in Generative AI or LLM-based systems.
- Robust proficiency in Python and experience with ML frameworks (PyTorch, TensorFlow, Hugging Face Transformers).
- Hands-on expertise with
cloud services
(AWS Sagemaker, GCP V
📌 Senior GEN AI Engineer (Bengaluru)
🏢 Tredence
📍 Bengaluru