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4.0 - 8.0 years
0 Lacs
hyderabad, telangana
On-site
As a RTL/Firmware Design Engineer at our advanced technology company, you will play a crucial role in merging traditional hardware design with cutting-edge AI technologies. Your responsibilities will include: - Designing and verifying RTL for custom logic in FPGAs or ASICs through testbenches or FPGA prototypes. - Developing embedded firmware in C/C++ or Rust to support hardware functionality and validation. - Utilizing tools like Cursor and Windsurf for exploring RTL design spaces and aiding in floorplanning, synthesis, and physical design optimization. - Leveraging Deep Reinforcement Learning to automate and enhance RTL-related tasks. - Designing and implementing Graph Neural Networks (GNN...
Posted 1 day ago
3.0 - 5.0 years
0 Lacs
pune, maharashtra, india
On-site
We are a leading global software company dedicated to the world of computer aided design, 3D modeling and simulation - helping innovative global manufacturers design better products, faster! With the resources of a large company, and the energy of a software start-up, we have fun together while creating a world class software portfolio. Our culture encourages creativity, welcomes fresh thinking, and focuses on growth, so our people, our business, and our customers can achieve their full potential.?? Siemens Digital Industries Software is seeking a skilled Data Scientist with expertise in Artificial Intelligence (AI), AI Agent development, and hands-on experience using RapidMiner to drive tra...
Posted 2 weeks ago
5.0 - 9.0 years
0 Lacs
karnataka
On-site
You will be responsible for designing and developing intelligent machine control systems using deep reinforcement learning (DRL) for automation, robotics, and adaptive decision-making in semiconductor and advanced manufacturing. This includes applying model-free (e.g., DQN, PPO, SAC, TD3) and model-based RL to optimize complex, real-time control systems for precision tools and autonomous processes. You will also need to develop and integrate RL agents within simulated environments such as MuJoCo, Isaac Gym, and digital twins, scaling toward real-world deployment. Furthermore, you will combine traditional control (PLC, motion, CNC) with AI/ML approaches for predictive maintenance, anomaly det...
Posted 1 month ago
3.0 - 7.0 years
0 Lacs
maharashtra
On-site
As a Machine Learning Engineer at this company, you will be responsible for designing, developing, and implementing machine learning and reinforcement learning models for real-world applications. Your key responsibilities will include: - Conducting data exploration, preprocessing, and feature engineering using Python. - Applying RL algorithms such as Q-learning, DQN, PPO, or policy gradient methods for optimization tasks. - Collaborating with cross-functional teams to integrate models into production systems. - Continuously monitoring and improving model performance through experimentation and tuning. - Staying updated on the latest research and advancements in AI, ML, and RL. To qualify for...
Posted 1 month ago
 
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