Senior Machine Learning Engineer

2 weeks ago

Bengaluru, India Quantiphi Full time

Role: Senior Machine Learning Engineer (Computer Vision)

Required Experience Level: 4 to 9 Years

Location: Mumbai/Bangalore/Trivandrum (Hybrid Work Mode)


Role & Responsibilities:

  • Hands-on with Python and knowledge of machine learning tools like Scikit-Learn, Pandas, TensorFlow, Pytorch, Keras, OpenCV, XGBoost etc.
  • Computer Vision: Image preprocessing, image matching/comparison using SIFT/SURF/ORB, Object detection (Faster RCNN, YOLO, SSD, etc.), Image similarity (Siamese network), Image classification.
  • Knowledge of statistical modelling and popular machine learning models.
  • Feature engineering, Feature selection/Feature importance, Dimensionality
  • Reduction (PCA, etc.), Hyperparameter tuning, Ensembling techniques like Bagging, Boosting, Stacking
  • Should possess knowledge of multiple cloud platforms (AWS-Preferable) and machine learning services offered by them.
  • Critical eye for the quality of data and strong desire to get it right.
  • A pleasantly forceful personality and charismatic communication style.


Skills Required:

  • Experience in building end to end machine learning pipelines, deployment using any ML Ops Framework, model performance monitoring, CI/CD.
  • Ability to multitask and work on multiple engagements related to different domains.
  • Be able to pick up newer technologies in a short span of time
  • Work in a highly collaborative environment by interacting with the stakeholders and various IT teams within the company to facilitate design and development of ML/AI solutions.
  • Be responsible for the successful delivery of all allocated projects with respect to schedule, quality and customer satisfaction.
  • Follow Agile standards and methodologies in all phases of the project.
  • Ensure excellence in delivery to customers
  • Self-driven individuals with a passion for research and development and the zest for solving what matters.

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