DATA SCIENCE - ROLE SUMMARY
As a member of the Data Science team, you will work closely with data scientists, product managers, and software engineers to develop core ML models and systems to understand business problems and context, automate help, optimize flows, etc. You will own the algorithm development as well as the deployment of the model in production.
WHAT WILL YOU DO
? Identify appropriate dataset, model/algorithm for given task and run evaluation experiments
? Implement and validate predictive models; create and maintain statistical models.
? Execute POC's on various tech stacks to identify the optimal solution
? Interpret experiment results and document machine learning processes
? Communicate findings to stakeholders using visualization and other means
? Deploy models into production and monitor their performance.
? Read papers and articles to get relevant ideas and to remain updated with the industry.
WHAT YOU SHOULD BRING TO THE TABLE
? Proficiency with statistical analysis and machine learning techniques
? Hands-on experience with ML frameworks such as Keras, TensorFlow, PyTorch, etc
? Strong knowledge of data structures, and working experience with Python or R programming
? Strong knowledge of SQL and database management
? Strong problem-solving and critical-thinking abilities
? Should be able to work and deliver independently most of the time
? 2+ years of experience in data science
Job Type: Full-time
Pay: ?617,216.63 - ?1,962,342.91 per year
Schedule:
• Day shift
Experience:
• total work: 2 years (Required)
Work Location: In person
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