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AI Solution Architect
2 weeks ago
Job Position - Solution Architect (AI & Product Engineering)
Experience Required: years
Job Type - Full-time
Location - Hyderabad, India (Work From Office)
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
· years of total professional experience in technology and solution architecture
· years of hands-on experience in AI/ML solution development and implementation
· 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