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173 Adobe Jobs
AI Platform Engineer
Adobe
posted 5d ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
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
Employment Type: Full Time, Permanent
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What people at Adobe are saying
Platform Engineer salary at Adobe
reported by
1
employee
with 6
years exp.
₹17.1
L/yr - ₹21.9
L/yr
52%
more
than the average Platform Engineer Salary in India
View more details
What Adobe employees are saying about work life
based on 1.1k employees
Flexible timing
Monday to Friday
No travel
Day Shift
Adobe Benefits
Submitted by Company
Physical wellbeing Wellbeing reimbursement program Support in times of need Financial wellbeing Mental health care Emotional wellbeing
Submitted by Employees
View more benefits 
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Adobe Bangalore / Bengaluru Office Location
Bengaluru Office
Adobe Systems India Pvt. Ltd., Adobe Tower, Block A, Prestige Platina Tech Park, Marathahalli-Sarjapur Outer Ring Rd, Kadubeesanahalli
Bengaluru
Karnataka 560087
Karnataka 560087
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