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Leadsoc Technologies - AI / ML Software Developer

Leadsoc Technologies - AI / ML Software Developer

Leadsoc Technologies Pvt LtdPune
30+ days ago
Job description

Job Title : AI / ML Software Developer

Company : Leadsoc Technologies

Experience : 3-5 Years

Notice Period : Immediate to 15 Days

About Leadsoc Technologies :

Leadsoc Technologies is a forward-thinking organization specializing in cutting-edge technology solutions that merge wireless communication systems with artificial intelligence and machine learning. We thrive on innovation and are building next-generation systems that redefine connectivity, efficiency, and performance. We are looking for talented and passionate engineers to join our growing team and contribute to pioneering R&D initiatives.

Role Overview :

We are seeking an AI / ML Software Developer with 35 years of hands-on experience in developing machine learning models, wireless communication concepts, and system-level validation. The ideal candidate will work at the intersection of machine learning, wireless communication, and hardware design, translating theoretical models into practical, deployable solutions. This is a highly collaborative role, requiring close coordination with design engineers, algorithm developers, and hardware teams.

Key Responsibilities :

Data Preparation & Validation :

  • Construct real-world setups to collect training data for ML applications.
  • Perform end-to-end validation of algorithms in both cabled and Over-The-Air (OTA) environments.
  • Pre-process raw data, annotate, and manage datasets for ML training pipelines.

Algorithm Development :

  • Design, develop, and implement machine learning algorithms using Python and MATLAB from concept to deployment.
  • Perform simulation and model tuning to optimize algorithm accuracy, efficiency, and robustness.
  • Deploy ML concepts alongside wireless communication theory to build next-gen wireless technologies.

    • Performance Optimization :

  • Conduct experiments to evaluate algorithm performance under varying network and hardware conditions.
  • Apply advanced optimization techniques for improving latency, throughput, accuracy, power, and area efficiency.

    • Collaboration & Integration :

  • Collaborate with design engineers to translate algorithms into hardware-friendly implementations.
  • Assist hardware teams in RTL / FPGA verification, ensuring consistency between software and hardware performance.
  • Document research outcomes, test procedures, and simulation results.

    • Required Skills & Qualifications :

    Technical Expertise :

  • Strong programming skills in Python and MATLAB.
  • Solid understanding of machine learning techniques (supervised / unsupervised, classification, regression,

    • neural networks, etc.).

  • Good knowledge of wireless communication concepts (modulation, MIMO, channel estimation, coding, etc.).
  • Hands-on experience with simulation environments and performance benchmarking.
  • Familiarity with data handling, preprocessing, and visualization libraries (NumPy, Pandas, Matplotlib, etc.).

    • Additional Skills :

  • Exposure to TensorFlow, PyTorch, or Scikit-learn frameworks.
  • Understanding of signal processing concepts and their intersection with ML.
  • Experience in hardware-aware ML development is a strong Qualification :
  • Bachelors / Masters degree in Computer Science, Electronics, Electrical Engineering, or related fields.
  • Research background in Wireless + ML applications will be an advantage.

    • Why Join Us?

  • Opportunity to work on cutting-edge projects combining ML with wireless communication.
  • Collaborative, innovative work culture.
  • Competitive compensation and career growth opportunities.
  • Exposure to real-world deployment of ML models in hardware systems.

    • (ref : hirist.tech)

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