HP
Bangalore
Computer Hardware & Software
Responsibilities:
- Develops and programs integrated software solutions, especially in support of the development, deployment and life cycle of machine learning models.
- Applies machine learning and statistical modeling techniques to business or research problems. Collects and analyzes data sources; develops, trains and evaluates models; creates visualizations of data properties and model performance. Deploys and maintains models
- Keeps knowledge and skills current by reading state of the art research papers and blog posts from industry and research labs. Studies new methods to understanding industry trends and emerging technologies.
- Fluent in one or more Machine Learning Frameworks (e.g. Pytorch, TensorFlow, scikit-learn, etc). Fluent in Python and knowledge of one or more additional Programming Languages, such as C++, R, C#.
- Knowledge of modern computer science including algorithms, data structures, software architecture. Where applicable, knowledge of cloud and hybrid cloud service architectures and their impacts on development and deployment
- Knowledge of the Mathematics of Machine Learning (particularly Linear Algebra, differential calculus) and Statistics
- Deep understanding of current machine learning algorithms, under which circumstances each is applicable and their pros and cons.
- Knowledge of data processing techniques and data preprocessing requirements for the common machine learning approaches. Knowledge of data augmentation approaches and their pros and cons.
Scope & Impact:
- Works with tech leads and product managers to understand the business problem
- Works with software engineers to understand systems and craft interfaces to model for deployment
- Interacts with teams collecting data to assist in defining collection protocols and assure data quality
- Codes, trains, validates and optimizes machine learning models
Education and Experience:
- Masters Degree in Computer Science, Statistics, and/or Math or equivalent, demonstrated through work experience, journal and/or conference publications or open-source projects
- 2-4 years of experience.
About HP
You’re out to reimagine and reinvent what’s possible—in your career as well as the world around you.
So are we. We love taking on tough challenges, disrupting the status quo, and creating what’s next. We’re in search of talented people who are inspired by big challenges, driven to learn and grow, and dedicated to making a meaningful difference.
HP is a technology company that operates in more than 170 countries around the world united in creating technology that makes life better for everyone, everywhere.
Our history: HP’s commitment to diversity, equity and inclusion – it’s just who we are.
From the boardroom to factory floor, we create a culture where everyone is respected and where people can be themselves, while being a part of something bigger than themselves. We celebrate the notion that you can belong at HP and bring your authentic self to work each and every day. When you do that, you’re more innovative and that helps grow our bottom line. Come to HP and thrive!
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