Brooks is a leading provider of automation solutions with over 40 years of experience in the semiconductor industry, offering precision robotics, integrated automation systems, and contamination control solutions that empower chip manufacturers worldwide. Our product portfolio includes a range of automation solutions, including robots, vacuum systems, and atmospheric robots for semiconductor manufacturing (www.brooks.com).
Are you looking for a place where you can be part of a transformation? Join us at Brooks Automation and be a part of a dynamic organization that is shaping the future of technology.
AI Data AnalystJob Description
Work Location: Onsite – Pasir Gudang, Johor Bahru.
About the Role:
The AI Data Analyst at Brooks is responsible for interpreting and managing data to influence the company's artificial intelligence solutions by extracting data from various sources, interpreting patterns, and analyzing results using statistical techniques.
This newly created global-first AI Data Analyst role at Brooks is responsible for supporting the development and evaluation of AI-driven solutions through data analysis, insight generation, and model performance monitoring. As the first hire in this space, the successful candidate will play a pivotal role in shaping the function, influencing future capabilities, and contributing to the strategic direction of AI initiatives across the organization.
Reporting to the Data Analytics Manager based in the US, you will contribute to the development and deployment of machine learning models and AI applications at Brooks, working with large datasets, applying statistical techniques, and collaborating with cross-functional teams to inform model development and business strategies.
Key Responsibilities:
Data Analysis: Query, clean, and analyze data using Python (pandas, numpy) and SQL
Python Development: Build reusable scripts, notebooks, and pipelines for analysis and reporting
Model Management: Prepare features, evaluate models, run experiments, track performance
AI Strategy & Planning: Translate business requirements into AI product roadmap & features with business value cases
GenAI / LLM Use Cases:
- Build prompts for business use cases (summarization, Q&A, classification)
- Evaluate outputs (accuracy, hallucination, relevance)
- Structure inputs using RAG and vector database (retrieval from internal data)
AI Agents:
- Design agents to automate tasks (report generation, data queries, alerts)
- Design and optimize agent workflows and tool usage
- Use tools/workflows (e.g., function calling, chains, orchestration tools)
Data Pipelines:
- Transform and prepare data for ML and agentic use
- Ensure clean, structured datasets for downstream use
AI & ML Ops:
- Track model performance and token optimization
- Identify drift, errors, and failures and resolve proactively
Collaboration:
- Work with business + AI teams to turn problems into data/AI solutions
Communication:
- Explain results simply (what happened, why, what to do next)
Any other duties as assigned.
Qualifications:
3-5 years in data analytics, ML, or AI roles, with at least 1 year in Agentic AI Design & Development
Extreme Python Skills:
- Proven skills using standard libraries (sklearn, pandas, numpy, etc.)
- Ability to analyze datasets end-to-end
GenAI / LLM exposure:
- Experience using tools like Claude, OpenAI ChatGPT or similar
- Proficient with modern GenAI tools like Cursor, Claude Code, Codex, etc.
AI Agents:
- Experience building working integrated agents, in Bedrock and/or Azure/Copilot
- Strong awareness of emerging agentic AI trends and tools
Data Platforms:
- Rich experience and knowledge of data warehouses - specifically AWS Redshift and/or Azure Foundry
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Work Location & Flexibility
At Brooks, we aim to foster a collaborative and engaging environment while offering flexibility where possible. Work arrangements may include a mix of in-office and remote work, depending on the nature of the role and business needs. Specific expectations will be shared during the interview process.
Brooks is committed to fostering a diverse and inclusive workplace and proudly serves as an equal-opportunity employer. We welcome all qualified applicants regardless of race, color, religion, gender identity or expression, sexual orientation, national origin, genetics, disability, age, veteran status, or any other legally protected characteristics.
Diversity enhances our innovative capabilities and strengthens our ability to serve our customers and communities effectively. At Brooks Automation, we celebrate the unique experiences and perspectives each individual brings, believing they are essential to our collective success. Join us in building a workplace where every team member is valued and can thrive.
For applicants with disabilities requiring accommodations, don't hesitate to get in touch with [email protected] or call +1 (978) 262-2400 to discuss your needs.
Review EEO Law & EEO Statement.
What We Do
Brooks is a leading provider of automation solutions. We have been a key participant in the semiconductor industry for more than 40 years providing precision robotics, integrated automation systems, and contamination control solutions enabling chip manufacturers globally. Brooks is headquartered in Chelmsford, MA, with operations in North America, Europe and Asia.
