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Understand the life cycle of all phases of data science starting from data collection, data preparation, data modeling, evaluation and scaled deployment
A thought leader in concept formulation, suggest appropriate statistical methodology and models, evaluate multiple options and recommend the final solution
Work with stakeholders, customers from requirement to solutioning to final presentation to convert sales opportunity into project
Provide guidance and training to junior level ML engineers at every phase of project life cycle to deliver quality result
Experience of handling data at scale, defining architecture, building and deploying models in production
Strong ability to communicate technical concepts and implications to business stake holders
Define performance parameters, anticipate risks, help addressing road blocks and guide team to navigate seamlessly
Desired Profile:
5+ years of experience handling statistical modeling. Developing ML and Deep learning algorithms across multiple domains
Strong knowledge advanced analytics tools to analyze large data sets from multiple data source
Experience in handling unstructured data using NLP, text analytics, OCR and computer vision using Machine learning and Deep learning techniques.
Complete hands on experience in Python, NumPy, Pandas, TensorFlow, Keras, Scikit, OpenCV and related technologies
Clear understanding of cloud concepts like Azure, AWS and Google cloud and cognitive services
Contribute to pre-sales activity for solution design, estimation and defending the solution architecture
Capable of picking up new technology areas, doing quick POC to prove the feasibility of the proposed solution
Must Have:
Python, NumPy, Pandas, TensorFlow, Keras, Scikit, OpenCV and related technologies
NLP, text analytics, OCR and computer vision
Cloud – Azure, AWS, Cognitive Services, Knowledge base
Data Base - SQL, NoSQL Knowledge
Design – OOPs concept, Design principles, patterns, knowledge of auto scaling
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Developing ML and Deep learning algorithms across multiple domains <br /></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span>Strong knowledge advanced analytics tools to analyze large data sets from multiple data source<br /></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span>Experience in handling unstructured data using NLP, text analytics, OCR and computer vision using Machine learning and Deep learning techniques.<br /></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span>Complete hands on experience in Python, NumPy, Pandas, TensorFlow, Keras, Scikit, OpenCV and related technologies<br /></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span>Clear understanding of cloud concepts like Azure, AWS and Google cloud and cognitive services<br /></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span>Contribute to pre-sales activity for solution design, estimation and defending the solution architecture<br /></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span>Capable of picking up new technology areas, doing quick POC to prove the feasibility of the proposed solution<br /></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span>Must Have:<br /></span></li><ol><li class=\"align-justify\" style=\"text-align: justify\"><span>Python, NumPy, Pandas, TensorFlow, Keras, Scikit, OpenCV and related technologies<br /></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span>NLP, text analytics, OCR and computer vision<br /></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span>Cloud – Azure, AWS, Cognitive Services, Knowledge base<br /></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span>Data Base - SQL, NoSQL Knowledge<br /></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span>Design – OOPs concept, Design principles, patterns, knowledge of auto scaling<br /></span></li><li class=\"align-justify\" style=\"text-align: justify\"><span>Experience in pre-sales activity<br /></span></li></ol></ul><div class=\"align-justify\" style=\"text-align: justify\"><br /></div></span><br />","isHybridJob":false,"isRemoteJob":false,"noOfOpenings":1,"maxExperience":"14","minExperience":"12","isOnPremiseJob":true,"onBehalfOfName":"Mindtree","otherlocations":[],"zohoCurrencyIn":"USD","experienceLevel":"Mid / Senior","zohoNoOfOpenings":{"noOfOpenings":1,"fulfillmentIds":["557706000011919001-1"]},"otherJobReference":null,"sharpenedJobTitle":"Solution Architect (Machine Learning and AI stream)","job_category_group":3,"portalLocationDisplay":"Bangalore KA","expertise_coreskill_or_product":["Other"],"job_id":"2700"}