AI Engineer - Manufacturing Analysis Platform
Recrovapi, gujarat, in11 days ago
Job descriptionArchitect browser-based AI systems capable of efficiently processing large 3D models. Integrate STEP / STL file processing with AI analysis workflows. Develop WebAssembly modules for high-performance geometry computation. Build scalable model-serving infrastructure for real-time analysis. Implement feedback loops to continuously improve model accuracy. Develop DFM analysis algorithms for wall thickness, draft angles, undercuts, and gate placement. Build AI-accelerated moldflow simulation capabilities. Create cost optimization engines recommending design changes for manufacturability. Implement quality prediction models for common injection molding defects. Design automated report generation delivering actionable manufacturing insights. Stay current with AI / ML advances in manufacturing and CAD analysis. Experiment with techniques such as neural radiance fields and graph neural networks for 3D data. Collaborate with manufacturing experts to validate AI recommendations. Publish research and represent the company at industry conferences. 4+ years of AI / ML engineering experience with production deployments. Strong proficiency in Python with TensorFlow, PyTorch, or equivalent frameworks. Experience with 3D geometry processing (Open3D, PCL, etc.). JavaScript / TypeScript expertise for browser-based AI deployment (TensorFlow.js, ONNX.js). Computer vision and geometric deep learning experience. Knowledge of CAD file formats (STEP, STL, OBJ) and 3D mesh processing. Experience in fine-tuning ML models. WebAssembly development for high-performance browser applications. Cloud platform experience (AWS, GCP, Azure) for model training and deployment. Database design for large geometric datasets. Strong version control and CI / CD practices. Linear algebra, calculus, statistics, and probability. Computational geometry and mesh processing algorithms. Optimization techniques for design parameter tuning. Manufacturing engineering background, preferably injection molding. CAD software experience (SolidWorks, Fusion 360, etc.). Finite element analysis (FEA) or computational fluid dynamics (CFD). Materials science knowledge for plastics. Graph neural networks for CAD geometry representation. Reinforcement learning for design optimization. Physics-informed neural networks for manufacturing simulation. Edge computing and model compression techniques. Real-time rendering with WebGL / Three.js. Bachelor’s or Master’s in Computer Science, Engineering, or related field. 2+ years in manufacturing technology or CAD software companies. Experience at high-growth startups building production-ready technical products. Open source contributions in AI / ML or manufacturing tools a plus.
Company Overview
We are building the next generation of AI-powered manufacturing analysis tools. Our flagship browser-based platform enables engineers to instantly analyze plastic injection molding designs. Our mission is to democratize advanced manufacturing analysis, making sophisticated DFM (Design for Manufacturing) and moldflow analysis accessible worldwide through an intuitive drag-and-drop interface.
Role Overview
We are seeking a passionate AI Engineer to lead the development of our core AI analysis engine. You will architect and implement machine learning models that analyze 3D CAD geometry in real-time, predict manufacturing issues, and provide actionable recommendations to improve design manufacturability. This is a founding engineering role with high ownership, technical autonomy, and growth potential.
Key Responsibilities
AI / ML Development
- Design and implement ML models for geometric analysis of injection-molded plastic parts.
- Develop computer vision algorithms for automated feature detection in 3D CAD models.
- Build predictive models for manufacturing cost estimation, cycle time prediction, and defect analysis.
- Create real-time inference engines optimized for browser-based deployment (TensorFlow.js / ONNX.js).
- Design data pipelines for continuous model training and improvement.
Platform Architecture
Manufacturing Analysis
Research & Innovation
Required Qualifications
Technical Expertise
Software Engineering
Mathematical Foundation
Preferred Qualifications
Domain Knowledge
Advanced Technical Skills
Education & Experience
Create a job alert for this search
Ai Platform Engineer • vapi, gujarat, in
Related jobs
- Promoted
AI Engineer
TalentBridgevapi, gujarat, in Job Type : 6-Month Contract, after 6 months it will convert to fulltime.We are looking for an experienced AIML Engineer with 4–8 years of expertise in AI / ML solutions, specifically in building intel...Show moreLast updated: 9 days ago
- Promoted
AI / ML Engineer
Lingarovapi, gujarat, in AI / ML Engineer – Senior Consultant.AI Engineering Group is part of Data Science & AI Competency Center and is focusing technical and engineering aspects of DS / ML / AI solutions.We are looking for exp...Show moreLast updated: 30+ days ago
- Promoted
Generative AI Engineer (LLM Expert – AWS Focus)
BigRiovapi, gujarat, in Job Title : Generative AI Engineer (LLM Expert – AWS Focus).Boston-based, remote-first technology consulting firm.We partner with forward-thinking organizations to deliver.
AI / ML, data engineering, a...Show moreLast updated: 1 day ago
- Promoted
Gen AI Engineer
ADPvapi, gujarat, in We are seeking a highly skilled and experienced Senior Generative AI Engineer to lead the development of intelligent agents powered by advanced generative AI models.
In this role, you will be respon...Show moreLast updated: 8 days ago
- Promoted
Gen Ai - Engineer
Diligente Technologiesvapi, gujarat, in Hands-on experience with Generative AI (GenAI) and agent-based AI frameworks.Proficiency in backend programming languages such as Node.
Strong knowledge of both SQL and NoSQL databases.Experience wi...Show moreLast updated: 8 days ago
- Promoted
Lead Engineer - AI / ML
Mindfire Solutionsvapi, gujarat, in As a Lead AI / ML Engineer, you spearhead the design, development, and implementation of advanced AI and machine learning models.
Your role involves guiding a team of engineers ensuring the successful...Show moreLast updated: 30+ days ago
- Promoted
AI Engineer
MightyBotvapi, gujarat, in Join our team as an AI Engineer, where we're focused on graduating AI from interesting demos to indispensable products.You will build reliable, self-improving systems that empower subject matter ex...Show moreLast updated: 30+ days ago
- Promoted
Generative AI Engineer
Utkast AIvapi, gujarat, in I, we’re changing how people work.We believe the future of work isn’t about doing more — it’s about doing less of what doesn’t matter.
The endless admin, the meeting notes, the follow-ups, the email...Show moreLast updated: 6 days ago
- Promoted
Machine Learning Engineer
Recrovapi, gujarat, in We are looking for an experienced.Azure and AWS cloud ecosystems.The ideal candidate should bring a strong background in.
GenAI tooling, automation, and CI / CD pipelines.Design, implement, and manage...Show moreLast updated: 30+ days ago
- Promoted
Founding Sr. Machine Learning Engineer : No Salary Only Equity
Truxt.aivapi, gujarat, in As an early-stage company driven by a meaningful mission, we seek exceptional engineering talent who values purpose, long-term impact, and significant equity ownership over traditional salary compe...Show moreLast updated: 30+ days ago
- Promoted
AI / ML Engineer
Chargebeevapi, gujarat, in Chargebee’s GBT AI team builds internal AI agents and workflows that power smarter, faster operations across Finance, HR, Legal , Marketing, RevOps and GTM.
We’re looking for an AI Engineer who can ...Show moreLast updated: 10 days ago
- Promoted
AI Engineer
QX Labsvapi, gujarat, in QX Labs is looking for a full stack AI engineer with a strong software background to join our expanding team of AI experts.
We are an early-stage London-based startup building cutting-edge workflow ...Show moreLast updated: 3 days ago
- Promoted
Agentic AI Engineer
Nityo Infotechvapi, gujarat, in AI Agent Development & LLM Integration.Build AI agents using frameworks like LangGraph, Autogen, Crew, or PydanticAI.Design and optimize prompt engineering workflows for LLMs (e.Develop modular, re...Show moreLast updated: 11 days ago
- Promoted
AI / ML & Data Engineer
Mindfire Solutionsvapi, gujarat, in We are looking for an experienced AI / ML & Data Engineer to design, develop, and deploy scalable machine learning models and data infrastructure on AWS.
You will work closely with cross-functional te...Show moreLast updated: 2 days ago
- Promoted
AI Engineer - Rapid Prototyping, Automation & Product Engineering
Wednesday Solutionsvapi, gujarat, in Wednesday is a global engineering consultancy.We partner with ambitious companies to build AI-native products, modernize data platforms, and accelerate software development.We work at the early and...Show moreLast updated: 21 days ago
- Promoted
AI Engineer
Revalgovapi, gujarat, in We are seeking a skilled AI Engineer to join our team and play a critical role in developing, refining, and optimizing AI-generated text prompts for various applications.
As a AI Engineer, you will ...Show moreLast updated: 4 days ago
- Promoted
Staff ML Engineer (Conversational AI)
Yuna.iovapi, gujarat, in Yuna's mission is to radically transform the way mental health support is accessed and delivered.By providing 24 / 7 instant and private support at the push of a button, we aim to address the signifi...Show moreLast updated: 21 days ago
- Promoted
- New!
Generative AI Engineer
MAHTOvapi, gujarat, in MAHTO is a platform that connects contractors and homeowners with skilled blue-collar workers, primarily from the home building industry.
It makes it easier for homeowners to find and hire construct...Show moreLast updated: 12 hours ago