Job Title: Mechanical Intern Location: Pune, Maharashtra Company: Muks Robotics AI Pvt. Ltd. Duration: 6 Months (with possibility of extension or full-time offer) Department: Engineering / Product Development About Us: Muks Robotics AI Pvt. Ltd. is a forward-thinking robotics company dedicated to building intelligent, efficient, and cutting-edge robotic solutions for diverse industries. We focus on innovation, practical application, and pushing the boundaries of automation and AI-driven robotics. Role Overview: We are seeking a highly motivated and detail-oriented Mechanical Intern to support our engineering team in the design, development, and testing of robotic systems and components. This internship is an excellent opportunity to gain hands-on experience in a fast-paced, tech-driven environment. Key Responsibilities: Assist in the design and prototyping of mechanical parts and assemblies using CAD software (Creo, SolidWorks, AutoCAD, etc.) Participate in product assembly, testing, and troubleshooting of robotic systems Support fabrication, machining, and 3D printing tasks Conduct research and benchmarking of components and materials Collaborate with the electrical and software teams for integration and system testing Prepare documentation, BOMs (Bill of Materials), drafting, vendor follow-up Ensure compliance with mechanical safety and quality standards Required Skills & Qualifications: Pursuing B.E./B.Tech or Diploma in Mechanical Engineering or related field Basic understanding of mechanical systems, robotics, and manufacturing processes Proficiency in CAD software (Solidworks preferred) Basic knowledge in Part Design, Assembly, Compact design practices Basics knowledge of engineering calculations, Weight distribution, Thermodynamics, Mechanics Strong analytical and problem-solving skills Good communication and teamwork abilities Eagerness to learn and contribute to real-world engineering challenges Preferred (but not mandatory): Experience with hands-on tools, workshop work, or mechanical fabrication Exposure to robotics, automation projects, or mini-projects Knowledge of materials and production methods What We Offer: Opportunity to work on live robotics projects Mentorship from experienced engineers Exposure to cross-functional product development A creative, dynamic, and collaborative work environment Show more Show less

Skills: assembly, AutoCAD, Creo, 3d models, SOLIDWORKS, Product Testing, Job Title: Junior Mechanical Engineer Location: Baner, Pune Company: Muks Robotics AI Pvt. Ltd. Experience Required: 02 Years Employment Type: Full-Time About The Company Muks Robotics AI Pvt. Ltd. is a fast-growing robotics and automation company focused on developing intelligent robotic systems. We are seeking a passionate and detail-oriented Junior Mechanical Engineer to join our dynamic team and contribute to exciting real-world projects in robotics. Key Responsibilities Assist in the design and development of mechanical parts, assemblies, and systems for robotics. Create 2D drawings and 3D models using CAD software (SolidWorks, AutoCAD, etc.). Support the engineering team in prototyping, testing, and assembling components. Conduct basic analysis related to material strength, fit, and tolerance. Collaborate with cross-functional teams including electronics, software, and production. Maintain documentation of designs, modifications, and test results. Assist in vendor coordination for manufacturing and procurement. Required Skills & Qualifications Bachelors Degree or Diploma in Mechanical Engineering. 02 years of relevant experience (Internship or project experience is a plus). Proficiency in CAD tools (SolidWorks, AutoCAD preferred). Basic understanding of manufacturing processes and materials. Strong problem-solving skills and attention to detail. Willingness to learn and adapt in a fast-paced environment. Good communication and teamwork skills. Show more Show less

Job Title: Senior Mechanical Engineer Location: Baner, Pune Company: Muks Robotics AI Pvt. Ltd. Experience Required: 3+ Years Employment Type: Full-Time About the Company: At Muks Robotics AI Pvt. Ltd. , we are shaping the future of robotics through innovation and engineering excellence. Our interdisciplinary team designs intelligent robotic systems that drive automation across industries. We are looking for a Senior Mechanical Engineer to lead mechanical design, development, and integration of advanced robotic systems. Key Responsibilities: Lead mechanical design and development of robotic products, assemblies, and components. Create detailed 3D models, engineering drawings, and BOMs using CAD tools (SolidWorks, AutoCAD, etc.). Perform tolerance analysis, stress analysis, thermal analysis, and DFMEA to ensure design reliability. Collaborate closely with electronics, software, and manufacturing teams to ensure seamless integration. Oversee prototyping, testing, and validation of mechanical systems. Select materials and manufacturing processes based on project requirements and cost constraints. Evaluate and improve existing mechanical designs for performance, manufacturability, and durability. Support product documentation, technical specifications, and compliance with safety standards. Mentor junior engineers and provide technical guidance. Required Skills & Qualifications: Bachelor’s or Master’s Degree in Mechanical Engineering or related field. Minimum 3 years of experience in mechanical design and product development. Proficient in 3D CAD software (e.g., SolidWorks, Creo, AutoCAD). Strong knowledge of mechanical design principles, manufacturing processes (sheet metal, machining, injection molding), and GD&T. Experience with robotics, automation systems, or electromechanical assemblies is a strong plus. Familiarity with simulation tools (ANSYS, SolidWorks Simulation, etc.) is desirable. Strong analytical, problem-solving, and project management skills. Excellent communication and team collaboration abilities. What We Offer: Opportunity to work on futuristic robotics technologies. A collaborative and innovative work environment. Growth opportunities in a rapidly expanding tech company. Competitive salary and performance-based incentives. Show more Show less

Skills: Python, PyQt, Computer Vision, MongoDB, SQL, User Interface Design, Job Title: Python Developer Location: Baner, Pune Company: Muks Robotics AI Pvt. Ltd. Employment Type: Full-Time About Us Muks Robotics AI Pvt. Ltd. is an innovation-driven company at the forefront of robotics and artificial intelligence. We are building intelligent automation systems that redefine industry standards and deliver real-time smart solutions. Role Overview We are seeking a skilled Python Developer with expertise in desktop application development, computer vision, and database integration. The ideal candidate will work on real-time systems involving GUI interfaces, image processing, and data management for intelligent robotics applications. Key Responsibilities Design and develop Python-based applications for automation and robotics. Build GUI applications using PyQt5 for seamless user interaction. Implement and optimize real-time image processing pipelines using OpenCV. Design, develop, and integrate MongoDB and PostgreSQL databases. Collaborate with cross-functional teams to integrate UI, backend logic, and hardware interfaces. Maintain and improve existing codebase; ensure modularity and code reusability. Participate in debugging, testing, and documenting software components. Required Skills Python: Strong in scripting and application development. PyQt5: Hands-on experience in desktop GUI development. OpenCV: Proficient in real-time image processing and computer vision techniques. Databases: Experience with MongoDB (NoSQL) and PostgreSQL (SQL). Solid understanding of software architecture, modular design, and object-oriented programming. Experience integrating UI, vision modules, and database systems into full pipelines. Preferred Qualifications Bachelors degree in Computer Science, Engineering, or related field. Exposure to robotics or real-time systems is a plus. Strong analytical and problem-solving skills. Familiarity with version control tools like Git. What We Offer A collaborative and forward-thinking work environment. Opportunities to work on cutting-edge robotics and AI projects. Competitive salary and growth potential. Access to internal R&D tools, testing labs, and project ownership.

Job Title: Technician Location: Baner, Pune Company: Muks Robotics AI Pvt. Ltd. Experience Required: 1–3 Years Employment Type: Full-Time About the Company: Muks Robotics AI Pvt. Ltd. is an emerging leader in the robotics and automation sector, working on innovative AI-powered robotic systems. We are looking for a Technician who is hands-on, detail-oriented, and passionate about working with mechanical and electrical systems in real-time projects. Key Responsibilities: Assist in the assembly, installation, and maintenance of robotic systems and components. Perform wiring, soldering, and basic electrical testing as per design instructions. Conduct mechanical assembly, fitting, and alignment of robotic parts. Identify and troubleshoot issues during prototyping and testing phases. Support engineers during system integration, calibration, and on-site installations. Maintain tools, equipment, and workspaces in good working condition. Follow safety protocols and quality standards during operations. Document work progress, modifications, and maintenance records. Required Skills & Qualifications: ITI/Diploma in Mechanical, Electrical, or Electronics Engineering. 1–3 years of hands-on experience in assembly, fabrication, or machine maintenance. Basic knowledge of electrical wiring, circuit testing, and mechanical tools. Ability to read and understand technical drawings and wiring diagrams. Strong problem-solving and time management skills. Willingness to work on-site and travel if required. Good team spirit and communication skills. What We Offer: Opportunity to work on cutting-edge robotics projects. Skill development and learning from experienced engineers. Dynamic work culture with room for growth and learning. Performance-based incentives.

Job Title: Senior AI/ML Engineer Location: Baner, Pune Company: Muks Robotics AI Pvt. Ltd. Experience: 2- 3+ years Employment Type: Full-time Position - 2 About Us At Muks Robotics AI Pvt. Ltd. , we are at the forefront of AI-driven robotics innovation. Our mission is to integrate Artificial Intelligence and Machine Learning into robotics solutions that transform industries and improve lives. We’re looking for a talented and passionate Senior AI/ML Engineer to join our growing team and help build intelligent systems that shape the future. Roles & Responsibilities: Design, develop, and implement cutting-edge machine learning and deep learning models for robotics and automation. Collaborate with cross-functional teams (Robotics, Embedded, Software) to integrate AI models into real-time robotic systems. Lead end-to-end AI/ML project lifecycles – from data collection, preprocessing, model training, evaluation, and deployment. Optimize models for performance and real-time inference on edge devices. Research and implement novel algorithms and techniques from recent AI/ML publications. Mentor junior engineers and contribute to team knowledge-sharing sessions. Monitor and maintain deployed models, ensuring robustness and accuracy over time. Required Skills: Proficiency in Python and ML frameworks (TensorFlow, PyTorch, Scikit-learn). Strong understanding of machine learning, deep learning (CNNs, RNNs, Transformers), and computer vision. Hands-on experience with AI model deployment (TensorRT, ONNX, Docker, etc.). Experience with data pipelines, data augmentation, and annotation tools. Good knowledge of algorithms, data structures, and system design. Familiarity with ROS (Robot Operating System), edge computing, or real-time inference is a strong plus. Qualifications: Bachelor’s or Master’s degree in Computer Science, AI/ML, Data Science, Robotics, or related fields. Minimum 2 years of relevant industry experience in AI/ML with successful project deliveries. Publications in top AI/ML conferences (optional but desirable). Why Join Us? Work on cutting-edge robotics AI applications. Collaborative and research-oriented culture. Fast-paced, innovation-driven startup environment. Opportunities to lead and grow with the company.

Skills: 3D CAD Design, Mechatronics, AutoCAD, SOLIDWORKS, Creo, Design Failure Mode And Effect Analysis (DFMEA), Job Title: Senior Mechanical Engineer Location: Baner, Pune Company: Muks Robotics AI Pvt. Ltd. Experience Required: 3+ Years Employment Type: Full-Time About The Company At Muks Robotics AI Pvt. Ltd. , we are shaping the future of robotics through innovation and engineering excellence. Our interdisciplinary team designs intelligent robotic systems that drive automation across industries. We are looking for a Senior Mechanical Engineer to lead mechanical design, development, and integration of advanced robotic systems. Key Responsibilities Lead mechanical design and development of robotic products, assemblies, and components. Create detailed 3D models, engineering drawings, and BOMs using CAD tools (SolidWorks, AutoCAD, etc.). Perform tolerance analysis, stress analysis, thermal analysis, and DFMEA to ensure design reliability. Collaborate closely with electronics, software, and manufacturing teams to ensure seamless integration. Oversee prototyping, testing, and validation of mechanical systems. Select materials and manufacturing processes based on project requirements and cost constraints. Evaluate and improve existing mechanical designs for performance, manufacturability, and durability. Support product documentation, technical specifications, and compliance with safety standards. Mentor junior engineers and provide technical guidance. Required Skills & Qualifications Bachelors or Masters Degree in Mechanical Engineering or related field. Minimum 3 years of experience in mechanical design and product development. Proficient in 3D CAD software (e.g., SolidWorks, Creo, AutoCAD). Strong knowledge of mechanical design principles, manufacturing processes (sheet metal, machining, injection molding), and GD&T. Experience with robotics, automation systems, or electromechanical assemblies is a strong plus. Familiarity with simulation tools (ANSYS, SolidWorks Simulation, etc.) is desirable. Strong analytical, problem-solving, and project management skills. Excellent communication and team collaboration abilities. What We Offer Opportunity to work on futuristic robotics technologies. A collaborative and innovative work environment. Growth opportunities in a rapidly expanding tech company. Competitive salary and performance-based incentives.

Skills: Assembly, Technical Documentation, Soldering, Wiring, Embedded Systems, Robot Calibration, Ethernet/IP, NPU Optimization, Job Title: Technician Location: Baner, Pune Company: Muks Robotics AI Pvt. Ltd. Experience Required: 13 Years Employment Type: Full-Time About The Company Muks Robotics AI Pvt. Ltd. is an emerging leader in the robotics and automation sector, working on innovative AI-powered robotic systems. We are looking for a Technician who is hands-on, detail-oriented, and passionate about working with mechanical and electrical systems in real-time projects. Key Responsibilities Assist in the assembly, installation, and maintenance of robotic systems and components. Perform wiring, soldering, and basic electrical testing as per design instructions. Conduct mechanical assembly, fitting, and alignment of robotic parts. Identify and troubleshoot issues during prototyping and testing phases. Support engineers during system integration, calibration, and on-site installations. Maintain tools, equipment, and workspaces in good working condition. Follow safety protocols and quality standards during operations. Document work progress, modifications, and maintenance records. Required Skills & Qualifications ITI/Diploma in Mechanical, Electrical, or Electronics Engineering. 13 years of hands-on experience in assembly, fabrication, or machine maintenance. Basic knowledge of electrical wiring, circuit testing, and mechanical tools. Ability to read and understand technical drawings and wiring diagrams. Strong problem-solving and time management skills. Willingness to work on-site and travel if required. Good team spirit and communication skills. What We Offer Opportunity to work on cutting-edge robotics projects. Skill development and learning from experienced engineers. Dynamic work culture with room for growth and learning. Performance-based incentives.

Skills: Deep Learning, TensorFlow/PyTorch, Python, Machine Learning, Robotics Software Architecture, ROS, Job Title: Senior AI/ML Engineer Location: Baner, Pune Company: Muks Robotics AI Pvt. Ltd. Experience: 2- 3+ years Employment Type: Full-time Position - 2 About Us At Muks Robotics AI Pvt. Ltd. , we are at the forefront of AI-driven robotics innovation. Our mission is to integrate Artificial Intelligence and Machine Learning into robotics solutions that transform industries and improve lives. Were looking for a talented and passionate Senior AI/ML Engineer to join our growing team and help build intelligent systems that shape the future. Roles & Responsibilities Design, develop, and implement cutting-edge machine learning and deep learning models for robotics and automation. Collaborate with cross-functional teams (Robotics, Embedded, Software) to integrate AI models into real-time robotic systems. Lead end-to-end AI/ML project lifecycles from data collection, preprocessing, model training, evaluation, and deployment. Optimize models for performance and real-time inference on edge devices. Research and implement novel algorithms and techniques from recent AI/ML publications. Mentor junior engineers and contribute to team knowledge-sharing sessions. Monitor and maintain deployed models, ensuring robustness and accuracy over time. Required Skills Proficiency in Python and ML frameworks (TensorFlow, PyTorch, Scikit-learn). Strong understanding of machine learning, deep learning (CNNs, RNNs, Transformers), and computer vision. Hands-on experience with AI model deployment (TensorRT, ONNX, Docker, etc.). Experience with data pipelines, data augmentation, and annotation tools. Good knowledge of algorithms, data structures, and system design. Familiarity with ROS (Robot Operating System), edge computing, or real-time inference is a strong plus. Qualifications Bachelors or Masters degree in Computer Science, AI/ML, Data Science, Robotics, or related fields. Minimum 2 years of relevant industry experience in AI/ML with successful project deliveries. Publications in top AI/ML conferences (optional but desirable). Why Join Us? Work on cutting-edge robotics AI applications. Collaborative and research-oriented culture. Fast-paced, innovation-driven startup environment. Opportunities to lead and grow with the company.

Job description Job Title: HR Intern Location: Baner, Pune, Work from office Duration: 6 Months Stipend: 8,000 - 10,000 per month About Us: At Muks Robotics AI Pvt.Ltd. we are dedicated to fostering a positive and innovative work culture. As an HR Intern, you will have the opportunity to gain hands-on experience in human resources operations and contribute to building a thriving workplace. Muks Robotics design and develop AI powered general purpose autonomous robots, capable of performing tasks to reduce pain and sufferings of humanity. We have introduced Muks B1 AGI NPU and Spaceo as a mainstream product. Key Responsibilities:  Recruitment Support:  Assist in job posting, resume screening, and scheduling interviews.  Coordinate with candidates and hiring managers to ensure a seamless recruitment process.  Employee Engagement:  Support in planning and organizing employee engagement activities and events.  Conduct surveys to gather feedback and analyse employee satisfaction.  On-boarding and Documentation:  Assist in on-boarding new hires, including collecting necessary documents and conducting orientation sessions.  Maintain accurate employee records and ensure compliance with company policies.  HR Operations:  Help with day-to-day HR operations like attendance tracking, leave management, and employee queries.  Prepare and maintain HR reports and databases.  Policy and Compliance:  Support in drafting HR policies and ensuring compliance with labour laws and organizational standards.  Help maintain confidentiality and professionalism in handling employee information. What We’re Looking For:  Fresh graduates or students pursuing a degree in Human Resources, Business Administration, or a related field.  Strong organizational and communication skills.  Proficiency in MS Office tools (Excel, Word, PowerPoint).  Enthusiastic and eager to learn about HR processes and practices.  Ability to maintain confidentiality and handle sensitive information responsibly. What We Offer:  A hands-on learning experience in HR functions.  Mentorship from experienced HR professionals.  A positive and inclusive work environment.  Certificate of Internship upon successful completion.

Job Title: AI/ML Engineer Location: Baner, Pune Company: Muks Robotics AI Pvt. Ltd. Experience: 1- 3+ years Employment Type: Full-time Position - 2 About Us At Muks Robotics AI Pvt. Ltd. , we are at the forefront of AI-driven robotics innovation. Our mission is to integrate Artificial Intelligence and Machine Learning into robotics solutions that transform industries and improve lives. We’re looking for a talented and passionate Senior AI/ML Engineer to join our growing team and help build intelligent systems that shape the future. Roles & Responsibilities: Design, develop, and implement cutting-edge machine learning and deep learning models for robotics and automation. Collaborate with cross-functional teams (Robotics, Embedded, Software) to integrate AI models into real-time robotic systems. Lead end-to-end AI/ML project lifecycles – from data collection, preprocessing, model training, evaluation, and deployment. Optimize models for performance and real-time inference on edge devices. Research and implement novel algorithms and techniques from recent AI/ML publications. Mentor junior engineers and contribute to team knowledge-sharing sessions. Monitor and maintain deployed models, ensuring robustness and accuracy over time. Required Skills: Proficiency in Python and ML frameworks (TensorFlow, PyTorch, Scikit-learn). Strong understanding of machine learning, deep learning (CNNs, RNNs, Transformers), and computer vision. Hands-on experience with AI model deployment (TensorRT, ONNX, Docker, etc.). Experience with data pipelines, data augmentation, and annotation tools. Good knowledge of algorithms, data structures, and system design. Familiarity with ROS (Robot Operating System), edge computing, or real-time inference is a strong plus. Qualifications: Bachelor’s or Master’s degree in Computer Science, AI/ML, Data Science, Robotics, or related fields. Minimum 2 years of relevant industry experience in AI/ML with successful project deliveries. Publications in top AI/ML conferences (optional but desirable). Why Join Us? Work on cutting-edge robotics AI applications. Collaborative and research-oriented culture. Fast-paced, innovation-driven startup environment. Opportunities to lead and grow with the company.

Job Title: Technician Location: Baner, Pune Company: Muks Robotics AI Pvt. Ltd. Experience Required: 1–3 Years Employment Type: Full-Time About the Company: Muks Robotics AI Pvt. Ltd. is an emerging leader in the robotics and automation sector, working on innovative AI-powered robotic systems. We are looking for a Technician who is hands-on, detail-oriented, and passionate about working with mechanical and electrical systems in real-time projects. Key Responsibilities: Assist in the assembly, installation, and maintenance of robotic systems and components. Perform wiring, soldering, and basic electrical testing as per design instructions. Conduct mechanical assembly, fitting, and alignment of robotic parts. Identify and troubleshoot issues during prototyping and testing phases. Support engineers during system integration, calibration, and on-site installations. Maintain tools, equipment, and workspaces in good working condition. Follow safety protocols and quality standards during operations. Document work progress, modifications, and maintenance records. Required Skills & Qualifications: ITI/Diploma in Mechanical, Electrical, or Electronics Engineering. 1–3 years of hands-on experience in assembly, fabrication, or machine maintenance. Basic knowledge of electrical wiring, circuit testing, and mechanical tools. Ability to read and understand technical drawings and wiring diagrams. Strong problem-solving and time management skills. Willingness to work on-site and travel if required. Good team spirit and communication skills. What We Offer: Opportunity to work on cutting-edge robotics projects. Skill development and learning from experienced engineers. Dynamic work culture with room for growth and learning. Performance-based incentives.

Location: Pune (On-site preferred) Duration: 3-6 months Stipend: Yes Start Date: 1st August Company: Muks Robotics – India’s Leading Humanoid Robotics Company About Muks Robotics At Muks Robotics, we’re building the future — one humanoid robot at a time. Our mission is to eliminate physical suffering and human drudgery by letting intelligent machines handle the hard stuff. Backed by a deal with ISRO, DRDO, TATA etc and recently featured on one of India’s top news platforms , we’re creating real impact at the intersection of robotics, AI, and human innovation. What You’ll Do As our Marketing Intern , you’ll help shape how the world sees Muks Robotics — bold, futuristic, and human-first. You'll work closely with the core team on: 🎨 Graphic Design Create eye-catching creatives, videos, and motion graphics for social media, events, and product launches. Design content that makes robots look and feel exciting to the world. 📱 Social Media Management Plan, schedule, and publish content across LinkedIn, Instagram, Twitter, and YouTube. Monitor engagement, trends, and help grow our digital footprint. Bring creativity to how we present robotics, from memes to meaningful deep dives. 🧠 Brand & Content Support Help brainstorm campaigns, write copy, and stay consistent with brand voice. Capture behind-the-scenes at our lab and events — giving people a peek into the future. You Should Apply If: You have basic to intermediate design skills (Canva preferred). You know your way around Instagram Reels, LinkedIn posts, and Twitter trends. You’re curious about robotics, AI, and futuristic tech. You're a self-starter who can take initiative and get things done. Bonus: You’ve run your own meme page, YouTube channel, or worked with a startup before. What You’ll Get: A front-row seat to India’s humanoid robotics revolution. Mentorship from founders and top marketing advisors. A portfolio full of badass, futuristic content. An opportunity to convert into a full-time role based on performance.

Skills: React.js, REST APIs, Python, Redux, SQL, Node.js, Django, Job Title: Full Stack Developer (React.js + Python) Location: Baner, Pune Company: Muks Robotics AI Pvt. Ltd. Employment Type: Full-Time About Us Muks Robotics AI Pvt. Ltd. is an innovation-driven company at the forefront of robotics and artificial intelligence. We are building intelligent automation systems that redefine industry standards and deliver real-time smart solutions. Role Overview We are seeking a Full Stack Developer with hands-on experience in modern frontend development (React.js) and strong proficiency in backend technologies including Python . The ideal candidate will work on real-time systems involving UI interfaces, image/video pipelines, backend services, and data integration to support intelligent robotics applications. Key Responsibilities Design and develop responsive, component-driven web interfaces using React.js Build and maintain backend services using Python (FastAPI / Flask) or Node.js, depending on the application layer Integrate frontend UIs with real-time vision systems, robotic APIs, and database backends Collaborate with robotics and embedded teams for seamless full-system integration Manage and optimize databases using MongoDB and PostgreSQL Develop, test, and maintain reusable code for both frontend and backend Work on both browser-based and desktop UIs as needed (e.g., using PyQt5 or Electron) Follow modular design, clean architecture, and DevOps best practices Required Skills Frontend: React.js, HTML5, CSS3, JavaScript/TypeScript Backend: Python (Flask, FastAPI preferred), optionally Node.js Desktop GUI (optional): PyQt5 or Electron.js Databases: MongoDB (NoSQL), PostgreSQL (SQL) Computer Vision Integration: Basic understanding of OpenCV (preferred) Experience working with APIs (RESTful, WebSocket) and asynchronous data flows Familiarity with version control (Git), CI/CD workflows, and Docker environments Strong problem-solving, debugging, and documentation skills Preferred Qualifications Bachelors degree in Computer Science, Engineering, or related field Experience in robotics, automation, or IoT systems is a plus Familiarity with real-time systems, hardware communication, or vision modules Exposure to cloud platforms (AWS/GCP), message queues, or containerization