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AI / ML Engineer

AI / ML Engineer

Siemens EDA (Siemens Digital Industries Software)belgaum, karnataka, in
1 day ago
Job description

Key Responsibilities :

We are seeking a highly motivated and experienced software engineer with a strong background in AI / ML to join the R&D team at Siemens EDA. In this role, you will :

  • Architect, design, and implement AI algorithms and applications using modern software development practices to enhance simulation tools' performance and capabilities.
  • Create prototypes to validate ideas and features quickly. Experiment with various algorithms and technologies to improve AI capabilities and software solutions.
  • Contribute to the development and enhancement of production-quality components, algorithms, and engines while supporting and improving existing codebases.
  • Solve complex, open-ended problems in collaboration with a senior group of engineers in a fast-paced and dynamic environment.
  • Apply technical expertise in AI / ML frameworks, data-driven problem solving, and traditional simulation technologies to achieve project milestones.
  • Stay self-motivated, disciplined, and focused while driving innovation within the team.

Should have :

  • Experience with conceptualizing, defining, architecting, and implementation of an open-ended problem scope or new ideas.
  • Strong proficiency in programming languages like C / C++ and Python, along with strong foundations in algorithms and data structures.
  • Hands-on experience with AI / ML techniques, including supervised and unsupervised learning, neural networks, and reinforcement learning.
  • Hands-on experience with developing ML pipelines, database management and cloud services.
  • Knowledge of machine learning and deep learning frameworks.
  • Experience working on UNIX and / or LINUX platforms.
  • Excellent problem-solving and analytical skills.
  • Proven ability to work independently, take ownership of tasks, and deliver results

    • Good to have :

  • Basic knowledge of Digital Electronics and concepts related to System Verilog, Verilog, and VHDL.
  • Exposure to Simulation technologies or Formal-based Verification methodologies is a plus.

    • Education :

    A Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence, Electrical

    Engineering, or a related technical field from an accredited institution.

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