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Senior Engineer - AI ML

Senior Engineer - AI ML

ConfidentialMumbai
30+ days ago
Job description

Key Responsibilities :

  • Develop and Implement AI Algorithms :
  • Design, implement, and optimize machine learning algorithms specifically for autonomous systems, focusing on reinforcement learning, deep learning, and computer vision.
  • Work on algorithms for autonomous navigation, including path planning, localization, and decision-making to enable robots to navigate dynamic environments.
  • Research and Development :
  • Conduct research to develop algorithms that enhance human-robot interaction, ensuring intuitive and responsive robotic behavior.
  • Stay updated with the latest advancements in AI / ML, computer vision, and autonomous systems to contribute innovative ideas and solutions.
  • Simulation & Testing :
  • Use simulation environments like OpenAI Gym to test and refine AI / ML models, ensuring optimal performance for reinforcement learning and autonomous system tasks.
  • Ensure algorithms are optimized for real-time performance, efficiency, and resource-constrained environments, focusing on low-latency and high-accuracy outputs.
  • Collaboration & Integration :
  • Work closely with robotics engineers and other AI specialists to integrate machine learning algorithms into robotics platforms.
  • Ensure seamless integration of machine learning models for real-time applications.
  • Documentation & Methodologies :
  • Provide clear documentation for AI algorithms, testing results, and methodologies to ensure reproducibility and alignment with project goals.

Required Skills & Qualifications :

  • Educational Qualification :
  • Bachelor's or Master's in Computer Science, AI, Data Science, or a related field.
  • Specialization in Machine Learning, Computer Vision, or Autonomous Systems.
  • Experience :
  • 3-5 years of experience in AI, with a focus on reinforcement learning, deep learning, and computer vision.
  • Experience in developing algorithms for autonomous navigation, decision-making, and human-robot interaction.
  • Technical Skills :
  • Industrial Background : Experience with companies specializing in autonomous vehicles, humanoid robots, or AI-driven products. Familiarity with robotics platforms involving reinforcement learning or machine perception.
  • Programming Languages : Proficiency in Python, C++, and MATLAB.
  • AI / ML Frameworks : Strong experience with AI / ML frameworks such as TensorFlow, PyTorch, Keras, OpenCV, and Dlib.
  • Simulation Environments : Experience with simulation environments like OpenAI Gym for reinforcement learning.
  • Computer Vision & Deep Learning : Familiarity with computer vision techniques for object detection and tracking.
  • Core Competencies :

  • Strong problem-solving and algorithm development skills.
  • Ability to work in a collaborative environment with cross-functional teams, including robotics engineers.
  • Good communication skills to articulate complex AI / ML concepts to team members and stakeholders.
  • Proactive and passionate about staying at the forefront of AI / ML technologies.
  • Ability to optimize algorithms for resource-constrained environments while maintaining high performance.
  • Benefits :

  • Competitive salary and performance-based incentives.
  • Opportunity to work on cutting-edge AI / ML technologies in autonomous systems and robotics.
  • Career growth and development through continuous learning and upskilling.
  • Health insurance and other employee benefits.
  • Skills Required

    Artificial Intelligence, C C++, Python

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