Job Location: Mumbai
Should have at least 6 years of experience with a minimum of 5 years in design and
development of AI/ML based systems.
Knowledge of statistical as well as machine learning modelling is required. Must be
familiar with concepts like Regression, Decision Trees, Neural Networks, Support
Vector Machines, Supervised/Unsupervised Machine learning techniques
Hands-on experience with technologies like Spark, Scala, SAS, R, Python, Bayesian,
H2O, Storm, Yarn, Kafka.
Should possess in depth knowledge of at least one cloud platform (GCP,Azure or
AWS). Should be able to design and implement complex training and inference
pipelines using services offered by the cloud platform.
Ability to work and analyse data, assessing quality, cleansing, structuring for downstream
processing. Knowledge of Big Data tools and technologies like Hadoop, Spark, Apache
Beam, NoSQL, Graph databases.
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
Feature engineering, Feature selection/Feature importance , Dimensionality
reduction(PCA,etc), hyperparameter tuning, Ensembling techniques like Bagging
,boosting ,stacking
Should have pre-sales experience for multiple projects.
Familiarity with Agile concepts and methodologies.
Strong verbal and written communication skills coupled with demonstrated prior technical
leadership within large teams
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