AI Engineer I

4 weeks ago

Bengaluru India Adobe Full time

Job Description Our Company Changing the world through digital experiences is what Adobe's all about. We give everyone-from emerging artists to global brands-everything they need to design and deliver exceptional digital experiences We're passionate about empowering people to create beautiful and powerful images, videos, and apps, and transform how companies interact with customers across every screen. We're on a mission to hire the very best and are committed to creating exceptional employee experiences where everyone is respected and has access to equal opportunity. We realize that new ideas can come from everywhere in the organization, and we know the next big idea could be yours Experience: 7-10 years Platform Development and Evangelism: - Build scalable AI platforms that are customer-facing. - Evangelize the platform with customers and internal stakeholders. - Ensure platform scalability, reliability, and performance to meet business needs. . Machine Learning Pipeline Design: - Design ML pipelines for experiment management, model management, feature management, and model retraining. - Implement A/B testing of models. - Design APIs for model inferencing at scale. - Proven expertise with MLflow, SageMaker, Vertex AI, and Azure AI. LLM Serving and GPU Architecture: - Serve as an SME in LLM serving paradigms. - Possess deep knowledge of GPU architectures. - Expertise in distributed training and serving of large language models. - Proficient in model and data parallel training using frameworks like DeepSpeed and service frameworks like vLLM. Model Fine-Tuning and Optimization: - Demonstrate proven expertise in model fine-tuning and optimization techniques. - Achieve better latencies and accuracies in model results. - Reduce training and resource requirements for fine-tuning LLM and LVM models. LLM Models and Use Cases: - Have extensive knowledge of different LLM models. - Provide insights on the applicability of each model based on use cases. - Proven experience in delivering end-to-end solutions from engineering to production for specific customer use cases. DevOps and LLMOps Proficiency: - Proven expertise in DevOps and LLMOps practices. - Knowledgeable in Kubernetes, Docker, and container orchestration. - Deep understanding of LLM orchestration frameworks like Flowise, Langflow, and Langgraph. Skill Matrix LLM: Hugging Face OSS LLMs, GPT, Gemini, Claude, Mixtral, Llama LLM Ops: ML Flow, Langchain, Langraph, LangFlow, Flowise, LLamaIndex, SageMaker, AWS Bedrock, Vertex AI, Azure AI Databases/Datawarehouse: DynamoDB, Cosmos, MongoDB, RDS, MySQL, PostGreSQL, Aurora, Spanner, Google BigQuery. Cloud Knowledge: AWS/Azure/GCP Dev Ops (Knowledge): Kubernetes, Docker, FluentD, Kibana, Grafana, Prometheus Cloud Certifications (Bonus): AWS Professional Solution Architect, AWS Machine Learning Specialty, Azure Solutions Architect Expert Proficient in Python, SQL, Javascript Adobe is proud to be anemployer. We do not discriminate based on gender, race or color, ethnicity or national origin, age, disability, religion, sexual orientation, gender identity or expression, veteran status, or any other applicable characteristics protected by law. Adobe aims to make Adobe.com accessible to any and all users. If you have a disability or special need that requires accommodation to navigate our website or complete the application process, emailor call (408) 536-3015.

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