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
Innoplexus offers Data as a Service and Continuous Analytics as a Service product, leveraging Artificial Intelligence and advanced analytics to help reduce the time to market, significantly.Our products leverage proprietary algorithms and patent-pending technologies to help global Life sciences & Financial services organizations with access to relevant data, real-time intelligence & intuitive insights, across the life cycle of the products.We automate the collection, curation, aggregation, analysis & visualization, of billions of data points from thousands of data sources, using domain-specific language processing, ontologies, computer vision, machine learning, network analysis and more.Location: PuneRequired qualification MS in Computer Science, Statistics, Applied Maths or related domain.Key Responsibilities:- Use machine learning & deep learning techniques to create new, scalable solutions for business problems.- Develop NLP & computer vision-based tools and technologies for acquiring, parsing, interpreting and visualizing unstructured data- Analyze and extract relevant information from large amounts of data to help in automating the solutions and optimizing key processes.- Help the team in building large scale continual/online learning system.- Help team to build experimentation to the production pipeline.- Stay current with the latest research and technology and communicate your knowledge throughout the enterprise- Come up with patentable ideas that provide us a competitive advantage.Required Experience:- Strong track record in AI / ML publications in renowned scientific journals or conferences.- Experience in any of the following: Computer Vision, Image Processing, Speech- Recognition, Natural Language Understanding, Machine Learning, Deep Learning, HCI,- Text Mining, Computational Genomics, Bioinformatics, other Machine Intelligence/Artificial Intelligence related areas.- Programming experience in one or more of the following: C, C++, Python.
Who are we and Why Yulu for you?Yulu's vision is to reduce traffic congestion by providing a scalable, affordable, efficient and clean solution for the first mile, last mile and short distance commute. We strongly believe that short commute mode can be made more Efficient, Affordable and GREEN, thereby ensuring that future generations will have a healthy environment to live. We want to replace big personal vehicles with a smaller form factor that does not require fossil fuel. Yulu uses IoT technology to create a vast network of shared bikes that can be rented easily by user-friendly app in pay per use business model.We are a mission driven company based out of Bangalore with a solid founding team and big ambitions. At Yulu we believe that every day is a mission and success is exciting when its attained with fun and as a team. If you want to solve the problem of traffic congestion, reduce pollution, positively impact the society and be part of an international dynamic team, join us in our journey to shape better India for our future generations.Responsibility Collaborate with members from a variety of teams to improve decision making and boost performance across the company Evaluate, adapt new and improved data storage and analytics approaches with the vision of creating innovative data driven insights at the quickest pace possible Develop new ways for modeling and predicting commute patterns as well as summarize, visualize and present key findings with all stakeholders. Skills required Problem solving using Supervised & Unsupervised algorithms in scikit-learn and TensorFlow Experience programming in Python and data-wrangling using Excel, SQL, Pandas and Jupyter notebook Experience using Apache Spark, Apache Kafka and relevant Big Data tools Experience working with Timeseries and Geospatial datasets would be wonderful Good understanding of statistics to help make decisions and design/evaluate experiments Experience & Qualification 2+ years of real-world Data Science experience Bachelor's in Computer Science or in a relevant field
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 solvingKey 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● 1-8 years of relevant experience● Research and implement novel machine learning and statistical approaches● Prior exposure of product development would be an added advantage