📍India
Associate Principal Engineer, Data Science
closed
Nagarro
📍Remote - India
Summary
Join Nagarro, a Digital Product Engineering company, as a Data Scientist with 11+ years of experience. You will leverage your expertise in predictive modeling, optimization, and Generative AI to build innovative products and services. Responsibilities include writing high-quality code, understanding client needs, designing solutions, and collaborating with cross-functional teams. Strong experience with Python, GCP, and MLOps principles is required. A Bachelor's or Master's degree in a related field is necessary. You will be involved in the entire lifecycle of data science projects, from design and development to deployment and maintenance.
Requirements
- Total experience 11+ years
- Hands on working experience in data science with a focus on predictive modeling and optimization
- Strong working experience with Data Science on GCP, Generative AI fundamentals
- Strong experience with Python (and/or R) and libraries such as Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch
- Strong knowledge of Cloud Architecture and deployment of data solutions in cloud ecosystems (e.g. Azure, GCP)
- Proven expertise in machine learning, mathematical optimization (e.g., LP, IP, genetic algorithms, RL), and NLP techniques
- Familiarity with Generative AI fundamentals and hands-on experience with RAG, Lang Chain, Llama Index, and prompt engineering
- Strong understanding of MLOps principles and tools for CI/CD, monitoring, and model lifecycle management
- Excellent communication skills and the ability to collaborate effectively with cross-functional teams
- Bachelor’s or master’s degree in computer science, Information Technology, or a related field
Responsibilities
- Writing and reviewing great quality code
- Understanding the client’s business use cases and technical requirements and be able to convert them into technical design which elegantly meets the requirements
- Mapping decisions with requirements and be able to translate the same to developers
- Identifying different solutions and being able to narrow down the best option that meets the clients’ requirements
- Defining guidelines and benchmarks for NFR considerations during project implementation
- Writing and reviewing design document explaining overall architecture, framework, and high-level design of the application for the developers
- Reviewing architecture and design on various aspects like extensibility, scalability, security, design patterns, user experience, NFRs, etc., and ensure that all relevant best practices are followed
- Developing and designing the overall solution for defined functional and non-functional requirements; and defining technologies, patterns, and frameworks to materialize it
- Understanding and relating technology integration scenarios and applying these learnings in projects
- Resolving issues that are raised during code/review, through exhaustive systematic analysis of the root cause, and being able to justify the decision taken
- Carrying out POCs to make sure that suggested design/technologies meet the requirements
This job is filled or no longer available
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