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AI ML & Data Architect
Actively Reviewing
Ishan Technologies
Job Description
Job Summary
We are seeking an experienced AI/ML & Data Architect with 6–8 years of hands-on experience in designing enterprise-grade AI/ML solutions and modern data platforms. The ideal candidate will have strong expertise in AI/ML architecture, Generative AI, cloud-native data engineering, and scalable data ecosystems. This role involves defining end-to-end AI and data architecture, leading technical solution design, and driving the implementation of intelligent, data-driven applications across the organization.
Key Responsibilities
- Design and architect scalable AI/ML and data solutions aligned with business objectives.
- Define enterprise AI architecture using Machine Learning, Deep Learning, Generative AI, and Large Language Models (LLMs).
- Design modern data platforms including Data Lakes, Data Warehouses, and Lakehouse architectures.
- Architect scalable ETL/ELT pipelines for batch and real-time data processing.
- Lead the implementation of Retrieval-Augmented Generation (RAG), AI Agents, and enterprise AI solutions.
- Define MLOps and DataOps frameworks for model lifecycle management and automated deployments.
- Design cloud-native solutions on Google Cloud Platform (Preferred), AWS, or Azure.
- Ensure data governance, security, scalability, reliability, and performance across AI and data platforms.
- Collaborate with cross-functional teams, stakeholders, and business leaders to translate business requirements into technical architectures.
- Mentor engineering teams and establish best practices for AI, data engineering, and cloud architecture.
- Evaluate emerging AI technologies and recommend innovative solutions for enterprise adoption.
Technical Skills
- Programming: Python, SQL, Java/Scala
- AI/ML: Machine Learning, Deep Learning, Generative AI, LLMs, NLP, Computer Vision, Prompt Engineering, RAG, AI Agents
- Frameworks: TensorFlow, PyTorch, Scikit-learn, Hugging Face, LangChain, LlamaIndex
- Data Engineering: ETL/ELT, Apache Spark, PySpark, Kafka, Airflow, Data Lakes, Data Warehousing
- Databases: PostgreSQL, MySQL, MongoDB, BigQuery, Snowflake
- Cloud: Google Cloud Platform (Vertex AI, BigQuery, Dataflow, Cloud Storage), AWS/Azure
- MLOps & DevOps: Docker, Kubernetes, MLflow, Git, CI/CD, Jenkins
- APIs & BI: REST APIs, FastAPI, Power BI, Tableau
- Architecture: Cloud Architecture, Solution Design, Data Modeling, Data Governance, Microservices.
Required Qualifications
- Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Data Science, Information Technology, or a related field.
- 6–8 years of experience in AI/ML, Data Engineering, or Solution Architecture.
- Proven experience designing enterprise AI and cloud-based data platforms.
- Strong expertise in Google Cloud Platform (preferred), AWS, or Azure.
- Experience deploying AI/ML models into production using MLOps practices.
- Strong knowledge of distributed data processing and modern data architectures.
- Excellent problem-solving, leadership, and stakeholder management skills.
Preferred Certifications
- Google Professional Machine Learning Engineer
- Google Professional Data Engineer
- AWS Certified Machine Learning – Specialty
- Microsoft Azure AI Engineer Associate
- Databricks Certified Data Engineer Professional
Required Skills
Machine Learning
Deep Learning
Retrieval-Augmented Generation
Vertex AI
REST API
Solution architecture
Adobe Illustrator
Business Intelligence
Power BI
PyTorch
Python
Java
Lakehouse
ELT
AWS
SQL
NLP
TensorFlow
LlamaIndex
PostgreSQL
MySQL
MongoDB
Docker
Kubernetes
MLflow
Git
CI/CD
Jenkins
FastAPI
Tableau
Dataflow
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