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Analog Circuit Design Engineer - AI/ML methodology

Texas Instruments
Bengaluru, IND
Mid · 5+ years experience
Discovered 1 months ago
pandaspythonpytorchscikit-learntensorflow

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Qualifications

  • Minimum requirements:
  • Bachelor's in Electrical Engineering, Computer Engineering, Electrical and Computer Engineering, or a related field
  • 2 to 5 years experience
  • Cumulative 3.0/4.0 GPA or higher
  • Preferred qualifications:
  • Strong fundamentals in analog circuit design concepts with relevant coursework and design projects
  • Course project or internship experience in the design, simulation, and layout of one or more analog IPs, such as band-gap reference, ADC, DAC, amplifier, oscillator, comparator, IO cells, and power-management blocks like LDO and DCDC.
  • Familiarity with corners, statistical analysis, and post-layout concepts is a plus.
  • Working knowledge of Cadence Virtuoso ADE, including Maestro and SPECTRE simulator
  • Foundational proficiency in Python and one or more packages such as Pandas, PyTorch, TensorFlow, scikit-learn, and Matplotlib
  • Foundational knowledge of machine learning concepts such as Neural Networks, Graphs, Clustering and Regression techniques, and Decision Trees
  • Strong verbal and written communication skills
  • Demonstrated analytical and problem-solving skills, especially in new domains
  • Ability to work in teams across time zones and collaborate effectively with people in different functions
  • Ability to take initiative and drive for results in a timely manner
  • Minimum requirements: - Bachelor's in Electrical Engineering, Computer Engineering, Electrical and Computer Engineering, or a related field - 2 to 5 years experience - Cumulative 3.0/4.0 GPA or higher Preferred qualifications: - Strong fundamentals in analog circuit design concepts with relevant coursework and design projects - Course project or internship experience in the design, simulation, and layout of one or more analog IPs, such as band-gap reference, ADC, DAC, amplifier, oscillator, comparator, IO cells, and power-management blocks like LDO and DCDC. - Familiarity with corners, statistical analysis, and post-layout concepts is a plus. - Working knowledge of Cadence Virtuoso ADE, including Maestro and SPECTRE simulator - Foundational proficiency in Python and one or more packages such as Pandas, PyTorch, TensorFlow, scikit-learn, and Matplotlib - Foundational knowledge of machine learning concepts such as Neural Networks, Graphs, Clustering and Regression techniques, and Decision Trees - Strong verbal and written communication skills - Demonstrated analytical and problem-solving skills, especially in new domains - Ability to work in teams across time zones and collaborate effectively with people in different functions - Ability to take initiative and drive for results in a timely manner

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