Associate Principal Engineer (Machine Learning)
Pune, India
Nagarro
A digital product engineering leader, Nagarro drives technology-led business breakthroughs for industry leaders and challengers through agility and innovation.Company Description
👋🏼We're Nagarro.
We are a Digital Product Engineering company that is scaling in a big way! We build products, services, and experiences that inspire, excite, and delight. We work at scale — across all devices and digital mediums, and our people exist everywhere in the world (18000+ experts across 36 countries, to be exact). Our work culture is dynamic and non-hierarchical. We are looking for great new colleagues. That's where you come in!
Job Description
REQUIREMENTS:
- Experience: 10+ Years
- Extensive experience with AWS services such as EC2, S3, Lambda, RDS, and more.
- Proficiency in using AWS data services like Redshift, Glue, Athena, and SageMaker.
- Strong experience in building, training, and deploying machine learning models using AWS SageMaker and other relevant services.
- Advanced skills in Python, including libraries such as Pandas, NumPy, Scikit-learn, and TensorFlow.
- Strong problem-solving skills and the ability to analyze complex data sets to derive actionable insights.
- Excellent verbal and written communication skills, with the ability to explain technical concepts to non-technical stakeholders.
- AWS Certified Solutions Architect, AWS Certified Machine Learning, or similar certifications are a plus.
RESPONSIBILITIES:
- 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 client’s 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.
Qualifications
Bachelor’s or master’s degree in computer science, Information Technology, or a related field.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Architecture Athena AWS Computer Science EC2 Engineering Lambda Machine Learning ML models NumPy Pandas Python Redshift SageMaker Scikit-learn Security TensorFlow
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