
Solution Architect AI
7 days ago
Job Position - Solution Architect (AI & Product Engineering)
Experience Required years
Job Type - Full time
Location - Hyderabad, India
Overview
We are seeking a visionary leader with extensive experience in AI-based product innovation and development to drive the integration of advanced AI, Generative AI, and Multimodal AI systems into innovative solutions. This role requires a deep understanding of AI ecosystems to build strategic partnerships and onboard top talent while also possessing expertise in patent filing to protect intellectual property.
Role and Responsibilities
AI AI/ML Solution Architecture & Design
- Design comprehensive AI solution architectures that are scalable, maintainable, and
aligned with business objectives
Create detailed architectural diagrams, technical specifications, and solution blueprints
Evaluate and recommend AI frameworks, models, and tools (e.g., TensorFlow, PyTorch,
LangChain (AutoML).
- Define data strategies for AI model training, including data pipelines, storage,
governance, and feature engineering.
- Optimize data processing workflows for real-time and batch AI applications.
Cloud & Infrastructure
- Architect and deploy AI solutions on GCP, AWS, Azure, or OCI, optimizing for cost,
performance, and scalability.
Implement containerized AI workloads (Docker, Kubernetes) and serverless AI solutions.
Design high-availability, fault-tolerant, and secure AI infrastructure.
Data Architecture & Management
Design and implement data architectures that support effective AI model deployment
Define data pipelines, storage strategies, and data governance frameworks
Establish data lineage and metadata management practices while integrating big data
technologies (Spark, Databricks, Snowflake) for AI-driven analytics.
MLOps & DevOps
- Build end-to-end MLOps pipelines (MLflow, Kubeflow, SageMaker, Vertex AI) for model
lifecycle management.
Implement CI/CD for AI models, including automated testing, versioning, and rollback.
Design monitoring, logging, and alerting for AI models in production.
Technical Leadership
Lead the development of end-to-end AI solutions from conception to deployment
Collaborate with cross-functional teams, including data scientists, engineers, and product
managers
Provide technical guidance and mentorship to development teams
Conduct architectural reviews and ensure adherence to design principles
Performance & Optimization
Monitor and optimize AI system performance, latency, and resource utilization
Implement cost optimization strategies for AI infrastructure and operations
Conduct capacity planning and scaling strategies for AI workloads
Troubleshoot and resolve complex AI system issues
Innovation & Research
Stay current with emerging AI technologies, frameworks, and industry trends
Evaluate and pilot new AI tools and technologies for potential adoption
Drive innovation initiatives and proof-of-concept development
Participate in AI community events and knowledge sharing
Stakeholder Engagement
Present technical solutions and architectural designs to stakeholders and leadership
Collaborate effectively with business teams, sales, and business development teams to
support pre-sales activities, including presentations and demonstrations, to understand
requirements and constraints.
- Facilitate technical discussions and decision-making processes
Experience Requirement
7+ years of total professional experience in technology and solution architecture
2+ years of hands-on experience in AI/ML solution development and implementation
5+ years of experience working with cloud platforms (GCP, AWS, Azure, OCI)
Technical Skills
AI/ML Frameworks: TensorFlow, PyTorch, Hugging Face, LangChain, AutoML.
Cloud AI Services: SageMaker, Vertex AI, Azure ML, Bedrock, LLM APIs.
MLOps Tools: MLflow, Kubeflow, TFX, Docker, Kubernetes, CI/CD pipelines.
Data Engineering: Spark, Databricks, BigQuery, Snowflake, Airflow.
Programming: Python (advanced), Java/Scala, SQL, PySpark.
Agentic AI: RPA tools (UiPath, Automation Anywhere), process mining.
Hands-on experience with CI/CD pipelines and DevOps practices
Preferred Qualifications
Master's degree in Computer Science, Engineering, or related technical field
Certifications in cloud platforms (GCP Professional Cloud Architect, AWS Solutions
Architect, Azure Solutions Architect)
Experience with real-time AI applications and streaming data processing
Knowledge of AI ethics, bias detection, and responsible AI practices
Experience with microservices architecture and API design
Strong programming skills in Python, TensorFlow, PyTorch, scikit-learn, and other
relevant AI development tools and frameworks.
Soft skill
Excellent communication and presentation skills
Strong collaborative mindset with ability to work across diverse teams
Leadership capabilities with experience mentoring technical team members
Problem-solving skills with the ability to think strategically and analytically
Adaptability to work in a fast-paced, evolving technology environment
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