13 Oct
|
SixSense Pte
|
Bengaluru
13 Oct
SixSense Pte
Bengaluru
AI Implementation Engineer
As an AI Implementation Engineer, you take a customer from a business problem to an AI model running on their production line. You start with the customer's problem, not the data: what is hurting them, what result would prove that AI solves it, and what data is needed to demonstrate that. You then build the model using our software and present the results to the customer.
You do not write the model architecture. The quality of the model depends on your judgment: which images you select, how you define each defect, and how you interpret the model's mistakes.
The role is half technical and half communication-focused. You will own customer projects end to end, running proof-of-value projects for new customers and keeping live models healthy for existing ones. It suits someone who thinks clearly, speaks and writes well, is patient with data, and enjoys seeing their work used in a real factory.
Key Responsibilities
Discover the Customer's Problem
• Understand Pain Points: Talk to customer engineers and managers to understand their challenges,
such as defects escaping to their customers, valuable dies being rejected due to overly stringent inspection, or the need for a single model that works across many devices.
• Define Success Criteria: Turn each pain point into a clear, measurable target agreed upon with the customer.
• Plan Data Requirements: Identify and request the data needed to demonstrate success.
• Define Defect Classes: Agree on what each defect looks like, why it matters, and which defects must never be missed. Create clear labelling guidelines.
Build and Test the Model
• Select Training Samples: Understand how AI learns and choose representative examples. A few hundred well-chosen images are better than thousands of random ones.
• Improve Data Quality: Correct inaccurate labels and ensure there are sufficient examples for every defect type.
• Train AI Models: Use the SixSense AI platform to train models and run structured experim
📌 AI Implementation Engineer (Bengaluru)
🏢 SixSense Pte
📍 Bengaluru