Solutions Architect
1 week ago
Overview:
As the technical core of AIDE (AI Delivery & Enablement) , you will design and implement rapid, practical solutions for challenges across the company's diverse business and operations units using optimal AI technologies. As a business partner to the BizTech PM, you will be responsible for the end-to-end technical lifecycle—from assessing technical feasibility and building rapid PoCs (Proofs of Concept) to transitioning them into stable, production systems—driving business value through AI enablement.
Key Responsibilities:
Evaluate & Design Technical Solutions
- Work in close partnership with the BizTech PM to analyze and evaluate the needs of business and operations units from a technical perspective.
- Select the optimal technology stack (e.g., external APIs, low-code tools, custom scripts) for each challenge and design a feasible solution architecture.
Rapid Prototyping & Value Validation
- Utilize frameworks and low-code tools like Streamlit, Dify, and n8n to rapidly build prototypes (PoCs) that bring ideas to life.
- Quickly validate business value and iterate based on stakeholder feedback.
Solution Implementation & Stabilization
- Implement and deploy validated PoCs as stable, reliable systems for production use.
- Build secure and trustworthy solutions in compliance with internal data governance and security policies (e.g., handling of L2/L3 data).
- Develop ETL pipelines and API integrations for data connectivity as needed.
Adopt New Technologies & Contribute to the Team
- Continuously research and evaluate the latest AI-related technologies, tools, and best practices to enhance the team's technical capabilities.
- Document the knowledge from developed solutions to improve reusability and maintainability within the team.
Required Skills & Experience:
- Experience developing applications using LLM APIs (e.g., OpenAI, Anthropic, Google) and frameworks like LangChain.
- Experience in backend or data processing application development using Python.
- Experience building workflows using low-code/automation platforms like n8n or Zapier.
- Experience in rapid web application prototyping using frameworks like Streamlit, Dify, or Gradio.
- Experience developing systems that integrate with various SaaS platforms and databases via APIs.
- Fundamental knowledge and practical experience with SQL or NoSQL databases.
- Excellent communication skills, with the ability to collaborate effectively with non-technical business stakeholders and translate requirements into technical specifications.
Preferred Skills & Experience
- Experience with container environments using Docker and Kubernetes.
- Basic knowledge of MLOps/DevOps, including CI/CD pipelines.
- Experience building on and utilizing cloud platforms (AWS, GCP, Azure, etc.).
- Familiarity with knowledge graphs (e.g., Neo4j).
Ideal Candidate Profile:
- Pragmatic:
You select the best tool for the job, rather than defaulting to a specific technology, to solve problems effectively. - Fast Learner:
You are self-motivated to learn, catch up with, and experiment with new technologies and tools. - Hands-On:
You prefer a hands-on approach, building working solutions to quickly validate value rather than spending extensive time on perfect design. - Collaborative:
You enjoy working closely with business partners and thrive on achieving success as part of a team.
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