Artificial intelligence had an eventful decade so far. With 2021 bringing more into play, technology has stronghold its place in every ecosystem. Especially, business organizations are enhancing their AI capabilities to streamline routine processes. Starting from attending to customer queries to powering autonomous vehicles, the influence of artificial intelligence is no joke. Besides, critical fields like healthcare, education, and space are adopting AI to sophisticate their existing features and bring in innovation.
Here we are going to discuss Cluster Analysis in Data Mining. So first let us know about what is clustering in data mining then its introduction and the need for clustering in data mining. We are also going to discuss the algorithms and applications of cluster analysis in data mining. Later we will learn about […]
About the Role As our Senior Data Scientist, you'll be an integral player in the Marketplace Data Science team based in Bengaluru. You'll be heavily involved in ideation, research, and building prototypes, and the folks in the Data Science Platform will bring your models to production. Your efforts will directly influence the stability and scalability of Gojek's Marketplace stream, and thus to company's top and bottom line as a whole. What You Will Do Work with Data Scientists, Machine Learning Engineers, and Business Users to build, deploy, and scale Data Science solutions on match-making, supply, pricing problems in Gojek that touch the company's baseline Use your experience in Data Science, Machine Learning, Software Engineering, distributed systems to develop these systems, and work with the platform team to take the systems to production Work with Business teams to continuously refine and improve the systems to cater to ever-changing Gojek needs Design and develop world class Data Science solutions to enhance the current stack of Marketplace algorithms for supply, demand, pricing What You Will Need At least 6 years of experience as a Data Scientist or Machine Learning Engineer, with experience in Python, Golang/Java, and Unix A Bachelor's Degree in Computer Science, Statistics, Operations Research, or a relevant quantitative field Solid knowledge of Data Science and Machine Learning fundamentals, with proven experience formulating Data Science solutions to business problems Proven ability to recognize business needs and to communicate with multiple stakeholders within the Product Management, Business and Operations teams Experience in taking Data Science models to production Prior academic or industry work experience with forecasting methods like auto-regressive models, Markov models, and Kernel-based methods Prior experience with simulations for modeling the stochastic nature of marketplace supply and demand, and knowledge of the transportation and mobility spaceAbout the Team Our Data Science team consists of over 20 Data Scientists. As Chicken Rice is to the people of Singapore, the Data Science team is to Gojek: providing the nourishment and power to sustain our business from the inside out.
Data science jobs are one of the highest paying jobs of this decade. The democratization of analytics tools along with the rise in reading resources has drawn more attention towards this thriving sector. In India, data science jobs are on a rise as every company from startup to industry leaders are incorporating algorithmic solutions into their workflows. In this article, we bring you top 10 data science jobs in Bengaluru -- the Silicon Valley of India. This job is for those who like to write smart algorithms and deal with complex problems that require a mix of AI/ML, big data, computer vision, NLP and a dash of probability and statistics to solve.
Bengaluru: A move toward project-based work is prompting Indian information technology (IT) services companies to adopt the flexi or contractual staff model while hiring professionals in high-tech areas, spelling rising costs for companies. According to the latest talent market research by Infosys, called Talent Radar 2019, the top five technical skills in demand in digital projects are: analytics, user experience, automation, IT architecture and artificial intelligence. Companies like Tata Consultancy Services Ltd, Infosys Ltd, Wipro Ltd, HCL Technologies Ltd and Tech Mahindra Ltd have adopted this model in varying degrees. The sector's flexi workforce is expected to grow to 720,000 by 2021 from half a million in 2018, according to ISF. To be sure, the move toward contract hires has been a trend across industries, but it has become more visible in IT of late because of a rise in project-based work.
As the name of this startup suggests, Prescience is in the business of creating products for companies to allow them to foresee events in the future and take preemptive actions. Offering services in analytics consulting, prescriptive analytics, visualisation and business intelligence, among others, this Bengaluru-based startup believes in helping executives improve their anticipation by analysing the past data and deciphering trends, patterns and linkages for better output. "This allows the organisations to get business insights which add to their experience and knowledge, and helps them to be'prescient' about their business", the startup founders say. Analytics India Magazine got in touch with the founding team to get a deeper insight into what the startup offers, the idea behind its conceptualisation, and more. Shivkumar Krishnamurthy, co-founder of Prescience notes that many companies still struggle to figure out how to leverage the power of data analytics due to the complexities involved in it, and the lack of business outcome-driven analytics.
At its AI for Allconference in Bengaluru, Microsoft India today showcased some of its most recent artificial intelligence (AI) solutions aimed at helping improve lives and transform businesses. Microsoft India said it is helping 650 India-based partners use the Microsoft cognitive services, IoT, AI and machine learning platforms to build solutions for India. Over the last year, Microsoft and its partners have deployed AI solutions in areas such as healthcare, education, agriculture,retail, e-commerce, manufacturing and financial services. Today Microsoft also announced a partnership with Forus Health, a Bengaluru-based technology company focusing on retinal imaging devices, to leverage AI capabilities for early detection of diabetic retinopathy, glaucoma & macular degeneration, and help reduce avoidable blindness. "We are working closely with our partners to bring AI to all sectors in India,"said Mr. Anant Maheshwari, President, Microsoft India.