Job Description

Responsibilities:- Interact with clients and internal business teams to identify and define the right problems to solve- Create state of the art, scalable, and self-learning solutions for real business problems. This involves :Choosing the most appropriate machine learning technique based on business needs and available dataTraining and tuning a variety of machine learning models which include traditional as well as deep learning modelsAnalyzing and reporting model performance and accuracy- Own the development and deployment of end-to-end machine learning solutionsData exploration and pre-processingModel training and optimizationModel performance evaluationSolution deploymentMonitoring solution outcome- Rapidly prototype the solutions in an agile manner- Experiment and develop novel machine learning algorithms in the area of smart document processing, image processing and speech analytics- Deploy machine learning/ deep learning models in production; both on premise as well as cloud deployment- Present advanced analytics solutions to clients and internal stake holdersRequirements:- 3-10 years of experience in developing and deploying machine learning solutions (including deep learning)- Education: Bachelor\'s/ Master\'s degree in quantitative fields (Statistics, Operations Research, Mathematics, Econometrics, Computer Science, Physics, Electrical Engineering etc.). An advanced degree is preferred.- Organized, self-motivated, disciplined and detail oriented- Proficiency in one or more of programming languages like Python/ Java/ Scala- Experience with one or more of deep learning frameworks like Tensorflow, Torch, Keras, Caffe, MXNet, Theano- Ability to learn emerging Machine Learning and Deep Learning techniques and apply them to solve real-world problems- Experience in the area of Computer Vision / Natural Language Processing- Experience with model optimization on GPUs is preferred- Knowledge of Dockers, Containers and model API development is a plus- Experience with big data analytics technologies like Apache Spark, Kafka, Flume, ElasticSearch is a plus

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