Posted:3 hours ago|
Platform:
Work from Office
Full Time
Role Overview: -
We are looking for a passionate and skilled Signal Processing & Machine Learning
Engineer to join our R&D team in Bavdhan, Pune, Maharashtra. The selected
candidate will be responsible for designing advanced signal processing algorithms,
applying machine learning techniques to time-series data, and deploying robust,
real-time solutions across different application domains.
Key Responsibilities:
• Research, design, and implement signal processing algorithms (filtering, FFT,
STFT, wavelet transforms, spectral analysis).
• Develop and train ML/DL models for predictive modeling, anomaly detection,
and signal classification.
• Work with time-series and sensor data: preprocessing, noise reduction, and
feature engineering.
• Build end-to-end ML pipelines: data acquisition, preprocessing, training,
model evaluation, and deployment.
• Optimize algorithms for real-time applications and embedded systems.
• Collaborate with hardware, data science, and software teams for system-level
integration.
• Stay updated on the latest advancements in DSP and ML research to bring
innovative ideas.
• Prepare technical documentation, reports, and presentations for both
internal and external stakeholders.
Required Qualifications & Skills
• M.Tech or Ph.D. in Signal Processing, Electrical/Electronics Engineering, or
equivalent.
• 24 years of professional/industrial experience in signal processing & ML.
• Strong knowledge of DSP fundamentals: transforms, filtering, spectral
analysis, adaptive methods.
• Hands-on experience with Python, MATLAB, or C/C++.
• Familiarity with ML libraries/frameworks: TensorFlow, PyTorch, Scikit-
learn.
• Proven work on time-series/sensor data analysis.
• Strong foundation in statistics, linear algebra, and optimization.
Preferred Skills (Good to Have)
• Deep learning for signal and time-series data (CNNs, RNNs, Transformers).
• Experience with real-time embedded systems (DSP processors, FPGAs,
GPUs).
• Application exposure in wireless communication, biomedical signals,
vibration/acoustic analysis, or radar/sonar.
• Familiarity with Git, Docker, cloud computing (AWS/Azure/GCP).
Why Join Us?
• Work on cutting-edge projects in signal processing and AI/ML.
• Opportunity to publish research, file patents, and innovate.
• A collaborative environment with experts across multiple domains.
• Attractive career growth, mentorship, and training opportunities.
• Competitive compensation and comprehensive benefits package.
• Work at a convenient location in Bavdhan, Pune with modern infrastructure.
Guardinger Advanced Technologies
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