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Data scientist role at my company which can be helpful to youIt will be very good for the company
Major Roles and Responsibilities:● Collaborate with team members to develop new models to be used forclassification problems● Responsible for software profiling, performance tuning and analysis, and othergeneral software engineering tasks● Use independent judgment to take existing data and build new models from it● Collaborate and provide technical guidance● Coming up with new ideas,rapid prototyping and converting prototypes intoscalable products● Conducting experiments to assess the accuracy and recall of languageprocessing modules and to study the effect of such experiences● Improving existing models and create a self learning systems.● Stakeholder management and leadership● Decision making and problem solvingManagerial activites like Team Handling, performance management, Team Building, Work allocation. Key Success Factors● Extensive experience with Hadoop and Machine learning algorithms● Exposure to Deep Learning, Neural Networks, or related fields and a stronginterest and desire to pursue them● Experience in Natural Language Processing, Computer Vision, Machine Learningor Machine Intelligence (Artificial Intelligence)● Passion for solving NLP problems● Experience with specialized tools and project for working with natural languageprocessing● Programming experience in Python● Knowledge of machine learning frameworks like Tensorflow● Experience with software version control systems like Github● Fast learner and be able to work independently as well as in a team environmentwith good written and verbal communication skillsEducation and Experience● B. E. / B. Tech / Masters in Computer Science● Strong in academics and good aptitude● Excellent communication skills with a flair to learn quickly● 6-10 years of relevant experience● Research and implement novel machine learning and statistical approaches● Prior exposure of product development would be an added advantage
3+years design/programming experience AWS, Azure, or comparable cloud computing experience C++ Relational DB experience Comfort with Agile software development process and a startup environment Exposure to machine learning and familiarity with Python or a JVM language RESTful API Microservices
Responsibilities: Writing scalable backend applications in Python. Developing REST services using any Python Web Framework. Knowledge of SQL preferably PostgreSQL. Coordinating with Front-end Team. Skills required: Expertise of Python Web Frameworks especially Flask, Flask-Rest- Framework. Hands on with Pandas, Numpy and other SciPy Packages. Experience in Frameworks like SQLAlchemy. Knowledge of Python Webservers like Gunicorn, Toranado etc. Writing Python Scripts to Automate Tasks. Familiarity with Microservices Architecture, Docker is Highly preferred. Knowledge of writing C extensions for Python is preferred. Skill in Kafka, Redis is good to have.
