Freshworks
Location
Bangalore | India
Job description
Overview of the Role: About the role: As a Data Scientist at Freshworks, you will help identify the right business problems that will be more effectively solved with Machine Learning techniques. Then you will apply your algorithmic and statistical skills, knowledge of ML techniques, grasp of fundamental Math, and familiarity with big data to solve the problem in the simplest possible way. Responsibilities Collaborate with product and business teams to understand all aspects of the problem Define the right target metrics that best represent the end-user value Apply knowledge of ML, statistics, and advanced mathematics to conceptualize, experiment and design an intelligent system Work with engineers to build the system end-to-end including Big Data pipelines and ensure the serving system is scalable and highly performant. Qualifications A Bachelor's degree or a higher degree in Computer Science, Statistics, Mathematics or a related field. Strong problem-solving and programming skills with a deep understanding of data structures and algorithms. Solid understanding of mathematical underpinnings behind Machine Learning algorithms and proficiency in probability, statistics, linear algebra, calculus, and optimization. Experience with NLP, Distributed Systems, large scale computing, Big Data technologies like Hadoop and Spark are plus.
Scaling up of models created by Data Scientist Data Structure, Algorithms Database concepts JVM/Python Machine learning algorithms
All your information will be kept confidential according to EEO guidelines.
At Freshworks, we are creating a global workplace that enables everyone to find their true potential, purpose, and passion irrespective of their background, gender, race, sexual orientation, religion and ethnicity. We are committed to providing equal opportunity for all and believe that diversity in the workplace creates a more vibrant, richer work environment that advances the goals of our employees, communities and the business.
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