Solution Architect
- Algoworks
- 10 - 15 years
- Noida, Gurugram
- 3 months ago
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Job Description
Role Summary:
The Solution Architect is responsible for designing robust, scalable, and high-performance AI and data-driven systems that align with enterprise goals. This role serves as a critical technical leaderbridging AI/ML, data engineering, ETL, cloud architecture, and application development. The ideal candidate will have deep experience across traditional and generative AI, including Retrieval-Augmented Generation (RAG) and agentic AI systems, along with strong fundamentals in data science, modern cloud platforms, and full-stack integration.
Key Responsibilities:
- Design and own the end-to-end architecture of intelligent systems including data ingestion (ETL/ELT), transformation, storage, modeling, inferencing, and reporting.
- Architect GenAI-powered applications using LLMs, vector databases, and RAG pipelines; Agentic Workflow, integrate with enterprise knowledge graphs and document repositories.
- Lead the design and deployment of agentic AI systems that can plan, reason, and interact autonomously within business workflows.
- Collaborate with cross-functional teams including data scientists, data engineers, MLOps, and frontend/backend developers to deliver scalable and maintainable solutions.
- Define patterns and best practices for traditional ML and GenAI projects, covering model governance, explainability, reusability, and lifecycle management.
- Ensure seamless integration of ML/AI systems via RESTful APIs with frontend interfaces (e.g., dashboards, portals) and backend systems (e.g., CRMs, ERPs).
- Architect multi-cloud or hybrid cloud AI solutions, leveraging services from AWS, Azure, or GCP for scalable compute, storage, orchestration, and deployment.
- Provide technical oversight for data pipelines (batch and real-time), data lakes, and ETL frameworks ensuring secure and governed data movement.
- Conduct architecture reviews, mentor engineering teams, and drive design standards for AI/ML, data engineering, and software integration.
Qualifications:
- Bachelors or Masters degree in Computer Science, Engineering, or a related field.
- 10+ years of experience in software architecture, including at least 4 years in AI/ML-focused roles.
Required Skills:
- Expertise in machine learning (regression, classification, clustering), deep learning (CNNs, RNNs, transformers), and NLP.
- Experience with Generative AI frameworks and services (e.g., OpenAI, LangChain, Azure OpenAI, Amazon Bedrock).
- Strong hands-on Python skills, with experience in libraries such as Scikit-learn, Pandas, NumPy, TensorFlow, or PyTorch.
- Proficiency in RESTful API development and integration with frontend components (React, Angular, or similar is a plus).
- Deep experience in ETL/ELT processes using tools like Apache Airflow, Azure Data Factory, or AWS Glue.
- Strong knowledge of cloud-native architecture and AI/ML services on either one of the cloud AWS, Azure, or GCP.
- Experience with vector databases (e.g., Pinecone, FAISS, Weaviate) and semantic search patterns.
- Experience in deploying and managing ML models with MLOps frameworks (MLflow, Kubeflow).
- Understanding of microservices architecture, API gateways, and container orchestration (Docker, Kubernetes).
- Having forntend exp is good to have.
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Engineering - Software & QARole Category: Software DevelopmentRole: Solution ArchitectEmployement Type: Full timeContact Details:
Company: AlgoworksLocation(s): Noida, Gurugram
Keyskills: Machine Learning Deep Learning AI/ML Solution Architecture Generative AI Data Pipelines Data Microservices MLOps Frameworks API Gateways ETL/ELT Cloud Platforms NLP Docker Vector Databases Cloud RESTful API Development & Integration Python Kubernetes
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Algoworks
Algoworks is a Salesforce Summit Partner and a leading digital transformation company, helping enterprises innovate, automate, and scale with cutting-edge AI-driven, cloud, and custom software solutions. With a proven track record of delivering world-class Salesforce implementations and a rapidly ...
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