CGI
Location
Bangalore | India
Job description
Job Description:
Data Science Developer Position Description Job Description : 4+ years Work Location: Bangalore/Chennai/ Hyderabad/ Pune Data Science Developer Internal What You’ll Do Carrying out pre-processing of structured and Unstructured data Propose solutions and strategies to business challenges Build predictive models and machine-learning algorithms Coordinate with different functional teams to implement models and monitor outcomes Evaluating the performance of models and refining them as needed Look for opportunities to use insights/datasets/code/models across other functions in the organization Develop custom data models and algorithms to apply to data sets Deploy, test, validate, and maintain machine learning models in production by collaborating with data engineers and machine learning engineers. Developing Prediction systems and machine learning algorithms Ongoing assessment of the latest AI/ML technologies, packages, and frameworks within the data science ecosystem Develop and recommend process standards and best practices in Machine Learning as applicable Design & Develop NLP models for Text Classification, Custom Entity Recognition, Relationship extraction, Text Summarization, Topic Modeling, Reasoning over Knowledge Graphs, Semantic Search using NLP tools like Tensorflow, Pytorch, etc Integrating AI&ML models with other applications using REST APIs and other connector technologies Use of versioning & Collaborative tools like Git / Github Good understanding of landscape of AI solutions – cloud, GPU based compute, data security and privacy, API gateways, microservices based architecture, big data ingestion, storage and processing Maintain clear and coherent communication, both verbal and written, to understand data needs and report results Partner with stakeholders to conduct research, create proof of concepts, and design solutions Ensuring data privacy and compliance with relevant regulations Required Skills - A bachelor's or master's degree in data science, computer science, statistics, or a related field 6 to 10 Yrs . of experience in designing, developing, and deploying production-grade ML/AI Solution Solid knowledge on machine learning fundamentals Strong proficiency in Python Proficiency in SQL/No SQL Databases Hands-on experience with data analytics and classical machine learning tools (like pandas, NumPy, scikitlearn)and deep learning frameworks(like Tensorflow, Lang Chain, Pytorch, Flask, Fast API). Expertise on Generative AI (Transformer), Computer Vision and NLP Excellent written and verbal communication skills Excellent stakeholder management skills Ability to tell stories with data, and deliver data-driven insights to a wide range of audiences Teamworking skills and a collaborative approach to sharing ideas and finding solutionsJob tags
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