Job Location: Hyderabad/Secunderabad
Responsibilities include, but not limited to:
- Build and maintain data/solution pipelines that feed machine learning models
- Work in a technical team through development, deployment, and application of applied analytics, predictive analytics, and prescriptive analytics using machine learning and artificial intelligence
- Design and optimize data structures in data management systems (Hadoop, Snowflake, and Cloud platforms) to enable AI/ML solutions.
- Build custom software components and analytics applications
- Create/ Maintain CI/CD pipelines of machine learning solutions in the cloud
Education Qualifications:
- Technical Degree required. Computer Science or Statistics background highly desired
Minimum Qualifications:
- Experience in building and executing end-to-end ML systems automating training, testing and deploying Machine Learning models
- Familiarity with machine learning frameworks (TensorFlow, PyTorch, scikit-learn, etc.)
- Familiarity with software architecture (data structures, data schemas, etc.).
- Software development skills and the desire to work on cutting edge development in a Cloud environment
- Strong scripting and programming skills in one of the following, Python or Java
- Experience with continuous integration/continuous delivery (CI/CD) tools (Jenkins, Git, Docker, Kubernetes)
- Experience developing Machine Learning or A.I. solutions with either Python, AWS, AZURE, GCP
- 3+ years building scalable ETL pipelines
- 3+ years of experience with big data processing and/or developing applications and data sources
- 3+ years of strong working knowledge of databases (Oracle, MS SQL, Snowflake, or BigQuery)
- Outstanding analytical thinking, interpersonal, oral and written communication skills
- Proficiency in the Microsoft Office suite
- Ability to prioritize and meet critical project timelines in a fast-paced environment
- Self-motivated and team oriented
Preferred:
- Deep knowledge of math, probability, statistics and algorithms Demonstrated ability to study and transform data science prototypes into production solutions
- Knowledge of computer vision and/or signal processing including techniques for classification and feature extraction.
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