Talent.com
AI Engineer - Manufacturing Analysis Platform

AI Engineer - Manufacturing Analysis Platform

Recropushkar, gujarat, in
25 days ago
Job description

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

  • Architect 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.
  • Manufacturing Analysis

  • 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.
  • Research & Innovation

  • 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.
  • Required Qualifications

    Technical Expertise

  • 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.
  • Software Engineering

  • 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.
  • Mathematical Foundation

  • Linear algebra, calculus, statistics, and probability.
  • Computational geometry and mesh processing algorithms.
  • Optimization techniques for design parameter tuning.
  • Preferred Qualifications

    Domain Knowledge

  • 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.
  • Advanced Technical Skills

  • 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.
  • Education & Experience

  • 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.
  • Create a job alert for this search

    Ai Platform Engineer • pushkar, gujarat, in

    Related jobs
    • Promoted
    AI Engineer

    AI Engineer

    TalentBridgePushkar, 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: 23 days ago
    • Promoted
    AI / ML Engineer

    AI / ML Engineer

    Innodata Inc.Pushkar, IN
    Our AI-driven platforms and expert teams empower clients in healthcare, life insurance, and other industries to identify risks, improve efficiency, and make smarter decisions.By combining proprieta...Show moreLast updated: 2 days ago
    • Promoted
    Ai Engineer

    Ai Engineer

    TalentBridgeAjmer, Republic Of India, 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: 18 days ago
    • Promoted
    AI Engineer - Manufacturing Analysis Platform

    AI Engineer - Manufacturing Analysis Platform

    RecroAjmer, IN
    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 missi...Show moreLast updated: 25 days ago
    • Promoted
    AI / ML Engineer

    AI / ML Engineer

    Chargebeepushkar, 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: 24 days ago
    • Promoted
    • New!
    Generative AI Engineer

    Generative AI Engineer

    Turingpushkar, gujarat, in
    Turing is looking for people with LLM experience to join us in solving business problems for our Fortune 500 customers.You will be a key member of the Turing GenAI delivery organization and part of...Show moreLast updated: 12 hours ago
    • Promoted
    Applied AI Engineer

    Applied AI Engineer

    Strategic Talent PartnerPushkar, IN
    Design and deploy advanced multi-agent pipelines for credit analysis.Optimize inference and prompt chains using frameworks like DSPy, GEPA, and LangChain. Implement reasoning techniques (CoT, ToT, G...Show moreLast updated: 4 days ago
    • Promoted
    AI / ML Engineer

    AI / ML Engineer

    RingCentralpushkar, gujarat, in
    We are seeking an experienced AI Engineer with a strong background in Natural Language Understanding (NLU) who is passionate about pushing the boundaries of Conversational AI.In this role, you will...Show moreLast updated: 2 days ago
    • Promoted
    Engineer-Ai

    Engineer-Ai

    SakonAjmer, Republic Of India, IN
    Role : AI Engineer – Agentic Systems & LLM Applications.We’re looking for a well-rounded, forward-thinking AI Engineer who can design, build, and deploy intelligent systems powered by LLMs, retrieva...Show moreLast updated: 3 days ago
    • Promoted
    Sr Ai Engineer

    Sr Ai Engineer

    Litmus7Ajmer, Republic Of India, IN
    As part of this initiative, resource should research and experiment with the latest AI and cloud innovations (such as AWS Agents, Databricks AI, and other Model Context Protocol (MCP integrations),...Show moreLast updated: 3 days ago
    • Promoted
    Ai / Ml Engineer

    Ai / Ml Engineer

    RingCentralAjmer, Republic Of India, IN
    We are seeking an experienced AI Engineer with a strong background in Natural Language Understanding (NLU) who is passionate about pushing the boundaries of Conversational AI.In this role, you will...Show moreLast updated: 2 days ago
    • Promoted
    AI Lead Engineer - Agentic Platforms

    AI Lead Engineer - Agentic Platforms

    OrbitShift.AIajmer, rajasthan, in
    At OrbitShift, we are building the.AI-native Sales Operating System.Our multi-agent AI system enables actionable account insights, RFP response generation, targeted nudges, and sales content.Peak X...Show moreLast updated: 30+ days ago
    • Promoted
    Sr AI Engineer

    Sr AI Engineer

    Litmus7pushkar, gujarat, in
    As part of this initiative, resource should research and experiment with the latest AI and cloud innovations (such as AWS Agents, Databricks AI, and other Model Context Protocol (MCP integrations),...Show moreLast updated: 3 days ago
    • Promoted
    AI Engineer

    AI Engineer

    QX Labsajmer, rajasthan, 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: 17 days ago
    • Promoted
    AI / ML Engineer

    AI / ML Engineer

    LingaroAjmer, 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
    • New!
    AI / ML Engineer

    AI / ML Engineer

    OWOWPushkar, IN
    Develop and maintain scalable web applications using ReactJS and FastAPI.Lead and mentor a team of developers.Translate product ideas into prototypes and production-ready solutions.Collaborate with...Show moreLast updated: 18 hours ago
    • Promoted
    • New!
    Lead AI / ML Engineer

    Lead AI / ML Engineer

    Optumpushkar, gujarat, in
    Lead AI / ML Engineer – Clinical AI systems.Optum is a global organization that delivers care, aided by technology, to help millions of people live healthier lives. The work you do with our team will ...Show moreLast updated: 12 hours ago
    • Promoted
    Ai Engineer - Manufacturing Analysis Platform

    Ai Engineer - Manufacturing Analysis Platform

    RecroPushkar, Republic Of India, IN
    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 missi...Show moreLast updated: 18 days ago