Senior Machine Learning Engineer

13 hours ago

Trivandrum, India Quantiphi Full time

Roles and Responsibilities ● Good analytical skills, with expertise in analytical toolkits 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 © 2020 Quantiphi Inc, All rights reserved ● Should possess knowledge of multiple cloud platforms (GCP-Preferable, 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 GCP based 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.

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