Principal Ai Solution Architect

7 days ago

Singapore NodeFlair Full time

**Job Summary**:
**Job Type**

**Seniority**

Principal

**Years of Experience**
Information not provided

**Tech Stacks**
AWS Analytics R Segment SQL Python

At TE we strongly believe that data and AI are strategic drivers for future success. We are building a world class advanced analytics team that will solve some of the most complex strategic problems and deliver topline growth and operational efficiencies across our business units.

The Data and AI teams at TE are part of the TE Information Solutions (TEIS) Organization and Corporate Technology and are responsible for driving organic growth by leveraging Data and AI. We are on an exciting journey to build and scale our Data and Analytics (D&A) practice.

The **AI Solution Architect** will also be responsible for translating project requirements into strategic architecture solutions, ensuring the integration of cloud-native tools from major hyperscalers and machine learning to create chatbots, optimizations, and cognitive services. This role requires a blend of technical expertise and the ability to bridge the gap between intricate business challenges and transformative AI solutions, making it a strategically crucial position.

**Primary Responsibilities**
- Define and oversee the AI/ML/GenAI technical direction and architectural vision, ensuring alignment with strategic goals and digital transformation efforts.
- Data Analysis, Tool and Framework selection, Model Development, Testing and Deployment.
- Key contributor in architecting a comprehensive AI Engineering framework that supports the deployment, evaluation, and management of ML models & GenAI solutions.
- Select appropriate technologies from a pool of open-source and commercial offerings, considering deployment models and integration with existing tools.
- Understand and contribute to **MLOps **and LLMOps focusing on operational capabilities and infrastructure to deploy and manage machine learning models and large language models.
- Collaborate with Enterprise, Application, Data & DevOps Architects, Data scientists, Machine Learning & GenAI Engineers, and Business teams to pilot use cases and discuss architectural design.
- Develop and maintain contact with top decision makers, lead proposal development, and contribute to pricing strategies.
- Audit AI tools and practices across data, models and software engineering focusing on continuous improvement and feedback mechanisms.
- Help AI product managers and business stakeholders understand the potential and limitations of AI when planning new products.
- Own all communication and collaboration channels pertaining to assigned projects, including regular stakeholder review meetings and cross team alignments.
- Work closely with the business, segment analytics, IT teams and partners to deliver the outcome and help drive adoption.
- Hands-on prototyping of new technology solutions by working with cross teams

**You Must Have**:

- 5+ Years of Experience operating on **AWS Cloud** or other **cloud hyperscalers** with building Data and AI Solutions
- 5+ Years of E**xperience Data Warehouses, Data Lakes and Data Modelling techniques**:

- 5 + years of experience in Data Science, Statistics, and Machine Learning
- 5+ years of experience in machine learning model development, natural language processing, and data analysis; **Experienced in Supervised and Unsupervised learning, feature engineering, model training, and deployment.**:

- 5+ years of experience in implementing cloud-based AI/ML workloads on any cloud hyperscalers (AWS, Google or Azure).
- Good understanding and implementation experience on GenAI models available with Cloud hyperscalers. AWS Bedrock experience is a plus but not required.
- ** 5+ Years of coding experience with Python, R, SQL or similar**:

- Hands on experience working with LLM/RAG/Finetuning.
- ** Experience working on Agile projects and Agile methodology in general.**:

- Experience in configuration management tools and defining configuration management schema
- Excellent problem solving, communications, and teamwork skills.
- Exceptional presentation, visualization, and analysis skills

**We Value**
- Experience in architecting Data and AI Project deployments leveraging Cloud and On-premises.
- Robust problem-solving skills and a focus on achieving results.
- Decision-making based on factual evidence and logical reasoning.
- Strong communication skills - ability to interact with business users and executives.
- Certifications in AI/ML technologies and Cloud platforms, such as **AWS Certified Machine Learning/AWS Certified Solution Architect** - AWS Sage maker, or any other certification would help
- Ability to work in ambiguous, constrained fast paced environment and provide technical dept and clarity

**Education**
- Masters or PHD in computer science, AI or equivalent experience, Minimum 10+ years of experience.
- BE in Computer Science with 15+ years of experience.

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