Data Robot
- Cognizant
- 3 - 8 years
- Hyderabad
- 8 months ago
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Job Description
Role: Data Robot
Skill: Data Robot experience is must
Role & responsibilities
- Strong Data science and ML ops experience
- Able to create data pipeline and productionalize models
- Strong Python and SQL
- Create visualization and able to perform EDA
- Hands on with Azure
- Perform ML models performance monitoring using statistical techniques and Python
- Should provide insights on the robustness of the models relative to various inputs provided to the model.
- Preparing the reports based on the model output and exploratory analysis using Excel
- Develop data ingestion processes and maintain data quality
- Ensure ML models and systems meet required standards before deployment.
- Develop testing strategies for model validation.
- Implement CI/CD pipelines for model monitoring
- Create value for clients and client service teams by understanding their needs and translating them into optimal desired analytical services
- Perform legacy code migration to Python notebooks.
- Partner with client service team members to ensure timely delivery of results and recommendations
- Apply state-of-the-art advanced analytics and quantitative tools and modeling techniques in order to derive business insights and solve complex business problems
- Communicate the understanding to Business audience
- Monitoring model performance in data robot using version 8.0.2.1 (Model will run outside data robot, just need monitoring in data robot)
- Create dashboard in data robot and custom metrics if required
- Should be able to estimate the task
Skills Required
- Minimum 2-6 years of exp in Data Science
- Minimum 2-6 years of exp in Python Programming
- Must have machine learning model development experience
- Excellent communication skills
- Proficiency in machine learning and statistical data analysis using Python
- Proficiency in using query languages such as SQL
- Good to have Data Robot experience
- Good to have Airflow experience
- Experienced in handling large datasets, both structured and unstructured
- Good to have experience in Power BI
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Data Science & Machine Learning - OtherEmployement Type: Full timeContact Details:
Company: CognizantLocation(s): Hyderabad+ View Contact
Keyskills: Data Robot Ci/Cd Machine Learning Python SQL Data Science
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