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Samyak Infotech - Senior Machine Learning Engineer - NLP

Samyak Infotech - Senior Machine Learning Engineer - NLP

ConfidentialAhmedabad, India
20 days ago
Job description

Job Role : Machine Learning Engineer.

As a Machine Learning Engineer, youll be applying your expertise to help us develop a world-leading capability in this exciting and challenging domain.

You will be responsible for contributing to the design, development, deployment, testing, maintenance and enhancement of ML software solutions.

Primary Responsibilities

  • Applying machine learning, deep learning, and signal processing on large datasets (Audio, sensors, images, videos, text) to develop models.
  • Architecting large scale data analytics / modeling systems.
  • Designing and programming machine learning methods and integrating them into our ML framework / pipeline.
  • Work closely with data scientists / analyst to collaborate and support the development of ML data pipelines, platforms and infrastructure.
  • Evaluate and validate the analysis with statistical methods.
  • Creation of microservices and APIs for serving ML models and ML services.
  • Evaluating new machine learning methods and adopting them for our purposes.
  • Feature engineering to add new features that improve model performance.

Required Skills

  • Background and knowledge of recent advances in machine learning, deep learning, natural language processing, and / or image / signal / video processing with around 5 years of professional work experience working on real-world applications.
  • Strong programming background
  • Knowledge of machine learning libraries Tensorflow, Keras, scikit-learn, pyTorch,.
  • Excellent mathematical and skills and background
  • Architecting and implementing end-to-end solutions for accelerating experimentation and model building.
  • Working knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.
  • Ability to perform both independent and collaborative research.
  • Excellent written and spoken communication skills.
  • (ref : hirist.tech)

    Skills Required

    Tensorflow, Artificial Neural Networks, Deep Learning, Signal Processing, Machine Learning, Pytorch, Keras, Clustering

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