While technology is the heart of our business, a global and diverse culture is the heart of our success. We love our people and we take pride in catering them to a culture built on transparency, diversity, integrity, learning and growth.


If working in an environment that encourages you to innovate and excel, not just in professional but personal life, interests you- you would enjoy your career with Quantiphi!

Designation: Senior Machine Learning Engineer 
Experience in Years : 3 to 6 years
Location: Mumbai (Hybrid)

Roles And Responsibilities:

  • Good analytical skills, with expertise in analytical tool-kits such as Logistic Regression, Cluster Analysis, Factor Analysis, Multivariate Regression, Statistical modelling, predictive analysis.
  • Hands-on with Python/R programming 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.
  • NLP: Vector Space modeling in NLP, LSTMS, Sequence modeling, Attention modeling, BERT, Transformers. Using the above mentioned techniques performing Document classification, Semantic similarity, NER, Sentiment Analysis,
  • Time Series Analysis using ARIMA, SARIMA, LSTMs, etc.
  • 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 (GCP, Azure or AWS) 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 (Kube Flow Pipelines, Vertex AI), model performance monitoring, CI/CD.
  • Experience in ML solutions and services like Contact Center AI, Vertex AI, Document AI, Speech-to-Text, Text-to Speech, Natural Language, Dialog Flow, AutoML, Vision, Video Intelligence, Base OCR, Form Parser, Invoice Parser, etc.
  • 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.

If you like wild growth and working with happy, enthusiastic over-achievers, you'll enjoy your career with us!

Location

IN MH Mumbai Eureka

Job Overview
Job Posted:
6 months ago
Job Expires:
Job Type
Full Time

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