Solution Architect
Luxoft
We are seeking a highly experienced Solution Architect to design, guide, and govern scalable software solutions across the Capital Markets analytics platforms.
This role requires strong expertise in traditional client-server architecture, AWS cloud technologies, AI infrastructure, and advanced AI governance practices, ensuring solutions align with business strategy, security standards, and responsible AI policies.
Responsibilities
Architecture & Solution Design
Design end-to-end solution architectures spanning:
Component-level services (microservices, APIs)
Domain platforms
Define architecture patterns, standards, and reusable frameworks
Translate business requirements into scalable and secure technical solutions
Ensure interoperability across systems, data layers, AI services, and platforms
Cloud Architecture (AWS)
Architect and optimize cloud-native and hybrid solutions using AWS services
Define cloud migration strategies and modernization approaches
Ensure high availability, resiliency, cost optimization, and performance
Implement Infrastructure-as-Code and automation best practices
AI, Data & Intelligent Systems Architecture
Design AI/ML infrastructure, pipelines, and enterprise integration patterns
Architect solutions incorporating LLMs, generative AI, and intelligent agents
Guide adoption of AI technologies within enterprise platforms and products
Establish patterns for:
RAG (Retrieval-Augmented Generation)
Feature stores and data pipelines
Model deployment, versioning, and scaling
AI Governance, Observability & Control
Define and implement enterprise AI governance frameworks covering:
Responsible AI usage (fairness, bias mitigation, explainability)
Data privacy, lineage, and compliance
AI risk classification and policy enforcement
Establish AI observability and monitoring capabilities, including:
End-to-end tracing of AI/ML and LLM flows using tools such as OpenTelemetry
Monitoring of prompts, responses, latency, and model behavior using platforms like Langfuse or equivalent
Metrics for model performance, drift, hallucination rates, and usage patterns
Design and enforce agent governance and control mechanisms, including:
Monitoring and auditing of autonomous and semi-autonomous AI agents
Guardrails for agent behavior, tool usage, and decision boundaries
Human-in-the-loop (HITL) workflows and escalation patterns
Policy-based control over agent actions and integrations
Implement AI lifecycle governance, including:
Model validation, approval workflows, and audit trails
Continuous evaluation and feedback loops
Secure model and prompt management
Cross-Disciplinary Architecture Leadership
Act as a strategic liaison across Semantic, Data, and ML architecture domains
Facilitate alignment between knowledge graphs, ontologies, data platforms, and ML systems
Provide architectural guidance to specialized architects, ensuring cohesive enterprise integration
Bridge gaps between business semantics, data engineering, and machine learning pipelines
Security, Compliance & Governance
Ensure architectures meet enterprise security standards (e.g., Zero Trust)
Define policies for data governance, access control, and auditability
Align AI and cloud solutions with regulatory and compliance frameworks
Collaboration & Leadership
Work with engineering, product, data, and AI teams to align solutions
Mentor architects and senior engineers
Act as a trusted advisor to leadership and stakeholders
Skills
Must have
Core Architecture
8-12+ years in software engineering and architecture roles
Proven experience designing large-scale distributed systems
Knowledge of .NET and/or Python
Strong knowledge of:
Microservices and event-driven architectures
API management and integrations
AWS Technologies
Compute & Containers
Amazon EC2, AWS Lambda
Amazon ECS / EKS (Kubernetes)
Networking & Integration
Amazon VPC, Route 53, API Gateway
AWS App Mesh, EventBridge, SNS, SQS
Data & Storage
Amazon S3, EBS, Glacier
Amazon RDS, Aurora, DynamoDB, Redshift
DevOps & Automation
AWS CloudFormation / CDK / Terraform
AWS CodePipeline, CodeBuild, CodeDeploy
Observability
Amazon CloudWatch, AWS X-Ray
Security
AWS IAM, Cognito, KMS, Secrets Manager
AWS Organizations and Control Tower
AI/ML, LLM & Observability Expertise
Experience with AWS AI/ML stack:
Amazon SageMaker
Amazon Bedrock (LLMs & foundation models)
AWS Glue, Lake Formation
Hands-on experience with:
LLM-based architectures and agent-based systems
AI observability tools (e.g., OpenTelemetry, Langfuse, Prometheus/Grafana)
Prompt lifecycle management and evaluation pipelines
Strong understanding of:
AI governance frameworks and enterprise AI controls
Agent orchestration, monitoring, and guardrails
Data lineage, quality, and compliance
Architecture Frameworks & Practices
TOGAF or equivalent enterprise architecture frameworks
Domain-driven design (DDD)
Cloud-native and serverless patterns
Experience integrating data, semantic, and ML architecturesSoft Skills
Strong communication and stakeholder management
Strategic thinking with hands-on technical depth
Ability to influence senior leadership and cross-functional teams
Mentorship and leadership capabilities
Nice to have
AWS Certified Solutions Architect
Professional
AWS Specialty Certifications (Machine Learning, Security)
Experience implementing AI governance frameworks
Background in regulated industries
Exposure to multi-cloud or hybrid environments
Other
Languages
English: C1 Advanced
Seniority
Senior
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