AI Platform Architect

2 Months ago • All levels

Job Summary

Job Description

The ideal candidate will possess proven expertise in constructing scalable, customer-facing platforms. They will be responsible for evangelizing the platform both internally and externally. They should demonstrate expert-level knowledge of cloud computing, encompassing VPC Network Design, Shared Responsibility Matrix, various cloud databases (including NoSQL), data pipelines, and VM orchestration, across major cloud providers (AWS, Azure, GCP). Proficiency in data ingestion paradigms and the use of databases (OLTP, OLAP) is essential, along with hands-on experience with Apache Spark, Apache Flink, Kafka, Kinesis, Pub/Sub, Databricks, Apache Airflow, Apache Iceberg, and Presto. Expertise in designing ML pipelines for experiment management, model management, and A/B testing is also required.
Must have:
  • Expertise in building scalable customer-facing platforms.
  • Expert level knowledge of Cloud Computing (AWS, Azure, GCP).
  • Hands-on experience with Apache Spark, Flink, Kafka, etc.
  • Expertise in designing ML pipelines for experiment management.
  • Proficiency in Python, SQL, Javascript
Good to have:
  • Experience with LLM serving paradigms and GPU architectures.
  • Expertise in Model finetuning and optimization techniques.
  • Knowledge of Kubernetes, Docker, and container orchestration.
  • Knowledge of LLM Orchestration frameworks like Flowise, Langflow, Langgraph

Job Details

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!

Job Description

The candidate should have proven expertise in building scalable platforms that are customer facing and have expertise in evangelizing the platform with customers and with internal stakeholders Expert level knowledge of Cloud Computing including aspects of VPC Network Design, Shared Responsibility Matrix, Cloud databases, No SQL Databases, Data Pipelines on the cloud, VM and VM orchestration, Serverless frameworks. This should be across all 3 major cloud providers (AWS, Azure, GCP), preferably at least in 2 of the 3 Public Clouds Expert level knowledge in Data Ingestion paradigms & use of different types of databases like OLTP, OLAP for specific purposes Hands-on experience with Apache Spark, Apache Flink, Kafka, Kinesis, Pub/Sub, Databricks, Apache Airflow, Apache Iceberg, and Presto. Expertise in designing ML Pipelines for experiment management, model management, feature management, model retraining, A/B testing of models and design of APIs for model inferencing at scale. Proven expertise with Kube Flow, SageMaker/Vertex AI/Azure AI. SME in LLM Serving paradigms, deep knowledge of GPU architectures, distributed training and serving of large language models. Expertise in Model and Data parallel training, expertise with frameworks like DeepSpeed and service frameworks like vLLM etc. Proven expertise in Model finetuning and model optimization techniques to achieve better latencies, better accuracies in results. Be an expert in reducing training and resource requirements of finetuning of LLM and LVM models. Have a wide knowledge of different LLM models and have an opinion on aspects of applicability of each model based the usecases. Proven expertise of having worked on specific customer usecases and having seen delivery of a solution end to end from engineering to production. Proven expertise in DevOps and LLMOps, knowledge of Kubernetes, Docker and container orchestration, and deep knowledge of LLM Orchestration frameworks like Flowise, Langflow, 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

Dev Ops: Kubernetes, Docker, FluentD, Kibana, Grafana, Prometheus

Databases/Datawarehouse: DynamoDB, Cosmos, MongoDB, RDS, MySQL, PostGreSQL, Aurora, Spanner, Google BigQuery.

Cloud Expertise: AWS/Azure/GCP

Cloud Certifications: AWS Professional Solution Architect, AWS Machine Learning Specialty, Azure Solutions Architect Expert

Proficient in Python, SQL, Javascript

Adobe is proud to be an Equal Employment Opportunity employer. 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. Learn more.

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, email accommodations@adobe.com or call (408) 536-3015.

Similar Jobs

Tencent - Tencent Cloud - Senior Cloud Architect (R&D & Solution Design)

Tencent

Singapore (On-Site)
7 Months ago
matchgroup - Senior Machine Learning Engineer, Dating Outcomes

matchgroup

New York, New York, United States (Hybrid)
2 Months ago
Glean - Solutions Engineer

Glean

Palo Alto, California, United States (On-Site)
1 Month ago
JDA - Director of Internal AI / Gen-AI Technology

JDA

Dallas, Texas, United States (Remote)
1 Month ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

luxsoft - Data Engineer

luxsoft

Pune, Maharashtra, India (On-Site)
1 Month ago
Palo Alto Networks - Consulting Director, Specialized Services, Proactive Services (Unit 42)

Palo Alto Networks

Santa Clara, California, United States (Remote)
1 Month ago
P99 soft - IAM Engineer

P99 soft

Hyderabad, Telangana, India (On-Site)
1 Month ago
Penumbrainc - Sr Manager- IT Infrastructure, Ops

Penumbrainc

Alameda, California, United States (On-Site)
2 Months ago
SEGULA Technologies - SAP Consultant

SEGULA Technologies

Agadir, Souss-Massa, Morocco (On-Site)
8 Months ago
Hasura - Senior/Staff Software Engineer - Go Backend (Bengaluru/Hybrid)

Hasura

Bengaluru, Karnataka, India (Hybrid)
9 Months ago
Ion - Cloud Engineer/Architect (DevOps)

Ion

Italy (On-Site)
8 Months ago
TTC Global - Test Architect

TTC Global

Naperville, Illinois, United States (On-Site)
1 Month ago
PwC - Senior Associate Java Developer

PwC

Bengaluru, Karnataka, India (On-Site)
4 Weeks ago
Calix - Senior Core AI Engineer

Calix

Mexico City, Mexico (Remote)
1 Month ago

Get notifed when new similar jobs are uploaded

Jobs in Bengaluru, Karnataka, India

IBKR External - Software Engineer

IBKR External

Mumbai, Maharashtra, India (Hybrid)
1 Month ago
Qualcomm - Camera Driver Developer

Qualcomm

Hyderabad, Telangana, India (On-Site)
2 Months ago
EXUSIA - AWS and Python Full Stack Leads / Senior Developers

EXUSIA

India (Remote)
1 Month ago
Cadence - IT- Staff Software Security Engineer

Cadence

Noida, Uttar Pradesh, India (On-Site)
1 Month ago
Adyen - Engineering Manager (Team Lead) - Authentication & Tokenization

Adyen

Bengaluru, Karnataka, India (On-Site)
1 Month ago
Stage - Visual & Motion Designer

Stage

Noida, Uttar Pradesh, India (On-Site)
3 Months ago
Capgemini - Artificial Intelligence Business Analyst

Capgemini

Chennai, Tamil Nadu, India (On-Site)
1 Month ago
Zscaler - Senior Financial Representative

Zscaler

Sahibzada Ajit Singh Nagar, Punjab, India (Hybrid)
1 Month ago
Motorola solutions - Machine Learning/Node Js Engineer

Motorola solutions

Bengaluru, Karnataka, India (On-Site)
2 Months ago
Sailpoint - Senior Software Engineer

Sailpoint

Pune, Maharashtra, India (Hybrid)
1 Month ago

Get notifed when new similar jobs are uploaded

Similar Category Jobs

Looks like we're out of matches

Set up an alert and we'll send you similar jobs the moment they appear!

About The Company

Mountain View, California, United States (On-Site)

Noida, Uttar Pradesh, India (On-Site)

Noida, Uttar Pradesh, India (On-Site)

Singapore (On-Site)

San Jose, California, United States (On-Site)

San Jose, California, United States (On-Site)

San Francisco, California, United States (On-Site)

San Jose, California, United States (On-Site)

View All Jobs

Get notified when new jobs are added by Adobe

Level Up Your Career in Game Development!

Transform Your Passion into Profession with Our Comprehensive Courses for Aspiring Game Developers.

Job Common Plug