Job Location: Ahmedabad
Responsibilities:
โข Work with development teams and product managers to ideate software solutions โข Design client-side and server-side architecture. โข Build the front-end of applications through appealing visual design โข Develop and manage well-functioning databases and applications โข Write effective APIs โข Troubleshoot, debug and upgrade software โข Build features and applications with a mobile responsive design โข Perform research, POC and analyse ML algorithms and Azure cloud services that could be used to solve a given problem and ranking them by their success probability โข Perform Exploratory Data Analysis to gain insights from the data โข Design, Development and Deployment practices for embedding machine learning in production and operationally ready applications โข Knowledge Augmentation Techniques: Deep recurrent Neural Networks for conversational models, NLP, text mining. โข Design and development of complex software, dataflow and process components that use machine learning, e.g. deep learning models, decisioning systems, advanced interfaces including voice, vision and natural language text, and advanced control systems such as interfaces to software defined network (SDN) controllers โข Enabled automated or semi-automated deployment of machine learning layer by leveraging adjacent technologies. โข Perform testing and debugging of machine learning solutions and applications. Test software to ensure responsiveness and efficiency
Requirements and skills:
โข 3+ years of experience with Full Stack C# and the .NET Framework (4.5 – 4.8) โข Good Experience in AI, Machine Learning and Deep Learning โข Must be proficient with OOPS, SOLID Principles, C#, ASP.NET, JavaScript โข Knowledge of multiple front-end languages and libraries (e.g., HTML/ CSS, JavaScript, jQuery) โข Knowledge of multiple back-end languages (e.g., C#, Java, Python) and JavaScript frameworks (e.g., Angular, React, Node.js โข Good to have knowledge of Cloud platforms (AWS, Azure) โข Expertise in .Net, Nodejs, C#, T-SQL, VB Script โข Develop Algorithms in Multilingual Conversational Systems for Intent, Entity detections, and automated conversations โข An object-oriented or functional programming language such as Python, Julia, C++, Scala or Java; Experience with more than one language preferred โข Experience with one or more deep learning frameworks such as Tensor Flow, Keras, PyTorch, MXNet or CNTK โข Deep proficiency with Python and basic libraries for machine learning (E.g. Scikit-learn, numpy, pandas) โข Working experience with NLP algorithms, tools, frameworks (E.g. Spacey, AllenNLP, BERT, ULMFIT, FLAIR) โข Strong working experience in Microsoft Azure Cloud offerings especially Azure Cognitive Services (E.g. LUIS, Q&A Maker etc.) โข Good to have- Good Programming/Coding Skills
Experience: 4+ yrs
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