Adobe is looking for for the position of AI Engineer in Bangalore, India. Candidates with a Bachelor’s/ Master’s Degree are eligible to apply for this position. The complete information, eligibility criteria, and requirements are provided below.
Job Description:
| Company Name | Adobe |
| Position | AI Engineer |
| Qualifications | Bachelor’s / Master’s Degree |
| Experience | Freshers/ Experienced |
| Location | Bangalore, India |
Key Responsibilities:
Platform Development and Evangelism:
- Develop and maintain scalable, customer-facing AI platforms that support business and customer requirements.
- Promote platform adoption and best practices among customers and internal stakeholders.
- Ensure platform scalability, reliability, security, and performance to meet evolving business needs.
Machine Learning Pipeline Design:
- Design and implement machine learning pipelines for experiment tracking, model management, feature management, and automated model retraining.
- Develop and execute A/B testing frameworks to evaluate and optimize model performance.
- Design and build scalable APIs for model inference and deployment in production environments.
- Leverage tools such as MLflow, Amazon SageMaker, Vertex AI, and Azure AI to support end-to-end machine learning workflows.
LLM Serving and GPU Architecture:
- Serve as a subject matter expert in Large Language Model (LLM) serving architectures and deployment strategies.
- Apply deep knowledge of GPU architectures to optimize model training and inference performance.
- Design and manage distributed training and serving frameworks for large-scale language models.
- Implement model and data parallel training techniques using frameworks such as DeepSpeed and serving platforms such as vLLM.
Model Fine-Tuning and Optimization:
- Fine-tune and optimize AI models to improve inference accuracy, efficiency, and overall performance.
- Implement optimization techniques to reduce latency and enhance model responsiveness.
- Minimize training time and infrastructure resource consumption for fine-tuning LLM and Large Vision Model (LVM) solutions.
- Continuously evaluate and improve model performance through experimentation and benchmarking.
LLM Models and Use Case Implementation:
- Evaluate and recommend appropriate LLM models based on specific business requirements and use cases.
- Provide technical guidance on model selection, deployment strategies, and solution architecture.
- Deliver end-to-end AI solutions, from solution design and engineering through production deployment and operational support.
- Collaborate with customers and stakeholders to align AI capabilities with business objectives.
DevOps and LLMOps:
- Implement and maintain DevOps and LLMOps practices to support scalable AI development and deployment.
- Manage containerized environments using Kubernetes, Docker, and related orchestration technologies.
- Design and manage AI workflow orchestration using frameworks such as Flowise, Langflow, and LangGraph.
- Establish monitoring, automation, and governance practices to ensure reliable AI operations.
Communication and Stakeholder Management:
- Communicate complex AI, machine learning, and architectural concepts effectively to both technical and non-technical audiences.
- Present AI strategies, solution outcomes, and business impact to senior leadership and executive stakeholders.
- Lead cross-functional discussions to resolve technical challenges and achieve alignment on engineering decisions.
- Influence stakeholders and secure support for proposed solution architectures and implementation approaches.
Continuous Innovation and Learning:
- Stay current with emerging AI research, technologies, frameworks, and industry best practices.
- Conduct rapid prototyping, experimentation, and iterative testing to validate new concepts and approaches.
- Translate emerging innovations into practical enhancements for production-grade AI systems.
- Demonstrate a strong commitment to continuous learning and the adoption of evolving AI technologies and methodologies.
Eligibility Criteria:
- Bachelor’s / Master’s Degree
About Company:
Adobe is the global leader in digital media and digital marketing solutions. Our creative, marketing and document solutions empower everyone – from emerging artists to global brands – to bring digital creations to life and deliver immersive, compelling experiences to the right person at the right moment for the best results. In short, Adobe is everywhere, and we’re changing the world through digital experiences.
How To Apply?
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