Data Scientist (Junior-Mid AI Analyst)

ONE TECH STOP PTE. LTD.; Singapore; On-site; SGD 60,000 - 90,000; Full time

Job summary

ONE Tech Stop Viet Nam seeks a Junior-Mid AI Analyst to bridge business stakeholders and technical delivery teams in Singapore. You will identify AI/ML use cases, explore client data, and frame projects with ROI in mind, aligning product vision with business value and client needs.

You will lead workshops, elicit requirements, and collaborate with architecture teams to prototype data-driven AI solutions while communicating outcomes to executives and stakeholders.

Qualifications

• Bachelor’s degree in a technical or analytics field.
• 2–4 years of experience in AI-related Business Analysis, Data Analysis, or Technical Consulting (consulting preferred).
• Foundational programming skills (e.g., Python, SQL) for data manipulation and exploration.
• Solid understanding of modern AI paradigms including LLMs, RAG, and AI Agents.
• Strong analytical mindset and ability to translate business problems into AI use cases.
• Excellent written and verbal communication; able to explain technical ideas to non‑technical stakeholders.
• Experience working in fast‑paced, iterative environments (Agile).

Responsibilities

• Frame business use cases and map workflows to identify AI/ML opportunities.
• Explore client data to assess readiness and data sources for AI initiatives.
• Define project objectives, scope, and success metrics bridging AI with business value.
• Engage with clients and internal teams to elicit requirements and communicate progress.
• Collaborate with Solution Architecture to ensure feasibility and rapid prototyping.
• Develop AI solution concepts and roadmaps including ROI models.

Skills

Python

SQL

Data analysis

AI/ML concepts

Stakeholder communication

Agile methodologies

Education

Bachelor’s degree in Computer Science, Data Science, Engineering, Mathematics, Statistics, Information Technology, Business Analytics, AI, Information Systems or related field

Tools

SQL

Job description

We are seeking a Junior-Mid AI Analyst to act as a bridge between business stakeholders and technical delivery teams. This role is ideal for a strategic thinker who understands business workflows, possesses hands‑on programming knowledge, and is passionate about applied AI/ML technologies.

As a Junior–Mid Analyst, you will help identify business problems, explore client data, frame AI/ML use cases for technical teams, and ensure the final solution delivers a clear return on investment.

DUTIES AND RESPONSIBILITIES:

1. Discovery and Strategy to frame business use case

• Work with clients and senior teammates to analyze business challenges, map workflows (service blueprints) to better understand customer journey in order to identify gaps and opportunities for AI/ML use cases.
• Data Exploration for Business Use Cases:
• Proactively analyze and explore client data (or analogous public/industry data) to identify key data sources, assess data quality, and determine data readiness for AI/ML initiatives.

2. Inception Framework Delivery

• Why We Are Here:
• Define initial AI/ML project objectives, scope, and success metrics from a business perspective, ability to bridge AI and ML into the business statement.
• The Elevator Pitch
• Create a concise summary of the project’s value, target users, and primary differentiation.
• Product Vision & Scope
• Establish a clear vision board and define "In" vs. "Out" lists to manage expectations and prevent scope creep.
• Trade‑off Sliders
• Prioritize project constraints—Scope, Budget, Time, and Quality to guide decision‑making during the lifecycle.
• Roadmap Creation
• Help create "What’s Next" plans and ROI (return on investment) models to show the value of the AI project.

3. Client Facing & Approaches

• Client Engagement & Requirements Elicitation:
• Facilitate client workshops, interviews, and discovery sessions to elicit detailed functional and non‑functional requirements for AI/ML solutions.
• Act as a primary liaison between client business stakeholders and the internal technical team.
• Collaborate closely with the Solution Architecture team to ensure business requirements are technically feasible and well‑understood for rapid prototyping efforts.
• Contribute to the design and conceptualization of initial AI/ML solution architectures.
• Public Advocacy & Education to promote AI
• Public speaking to educate potential clients on the transformative power of AI/ML, simplifying complex technical concepts into clear business benefits.
• Develop and deliver compelling presentations and proposals that articulate the value and ROI of AI/ML solutions.

QUALIFICATIONS AND EXPERIENCES:

The "Must-Haves":

• Education: Minimum Bachelor’s degree in Computer Science, Data Science, Engineering, Mathematics, Statistics ,Information Technology, Business Analytics, Artificial Intelligence, Information Systems or a related field.
• Experience: 2–4 years of experience in AI-related Business Analysis, Data Analysis, Technical Consulting, or a related field (consulting background preferred).
• Programming & Technical Literacy: Foundational programming skills (e.g., Python, SQL) for data manipulation, querying, and script‑based data exploration.
• Applied AI/ML Knowledge: A solid conceptual understanding of modern AI paradigms—including Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and AI Agents.
• Analytical Mindset: Demonstrated ability to analyze unstructured business problems, identify root causes, and present clear solutions.
• Communication Skills: Strong written and verbal skills; ability to communicate technical ideas to non‑technical stakeholders without heavy jargon.
• Agile Methodology: Experience working in fast‑paced, iterative build‑and‑test environments.

The "Bonus Points":

• Technical Pivot: Background as a Junior Data Scientist, AI Engineer, or Software Developer looking to transition into a strategic, client‑facing consulting role.