In this role, you will be a global-function member of the Global AI team at Linde (Praxair India Private Limited). As a Data Scientist for AI Products, you will support Linde’s global initiatives by extending existing and building new AI products across a wide range of use cases. You will work with diverse data sources to derive actionable insights, develop and customize AI software products using Machine and Deep Learning, and support the replication of products and pipelines. Additionally, you will collaborate with business functions to identify opportunities, define data requirements, and deploy models into production. Linde values diversity, inclusion, and employee growth, offering a supportive work environment with benefits like loyalty offers, annual leave, an on-site eatery, and employee resource groups. The company operates in over 100 countries, delivering high-quality solutions in industrial gases and engineering, with a commitment to sustainability and innovation.
Responsibilities
- Support Linde's Global initiatives and segments with extending existing and building new AI products for a vast amount of use cases across Linde’s business and value chain
- Work directly with a variety of different data sources, types and structures to derive actionable insights
- Develop, customize and manage AI software products based on Machine and Deep Learning backends
- Provide strong support on replication of existing products and pipelines to other systems in the global AI team
- Support in architectural design and defining data requirements for new developments
- Interact with business functions in identifying opportunities with potential business impact
- Support development and deployment of models into production
Requirements
- Bachelor or Master's Degree in Data Science, Computational Statistics/Mathematics, Computer Science, Operations Research or related field
- Strong understanding of and practical experience with Multivariate Statistics, Machine Learning and Probability concepts
- Experience in articulating business questions and using quantitative techniques to arrive at a solution using available data
- Hands-on experience with preprocessing, feature engineering, feature selection and data cleansing on real world datasets
- Strong background of Python and handling large data sets using SQL in a business environment (pandas, numpy, matplotlib, seaborn, sklearn, keras, tensorflow, pytorch, statsmodels etc.)
- Sound knowledge of data architectures and concepts and practical experience in the visualization of large datasets, e.g. with Tableau or PowerBI
- Result-driven mindset and excellent communication skills with high social competence
- Ability to structure a project from idea to experimentation to prototype to implementation
- Very good English skills
- Working-hour flexibility to overlap with Americas time zones for real-time interaction and efficient delivery execution
Nice to have
- Work experience in an engineering or technology role
- Hands-on experience with DevOps and MS Azure
- Experience in Azure ML, Kedro or Airflow
- Experience in MLflow or similar
Benefits
- Loyalty offers
- Annual leave
- On-site eatery
- Employee resource groups
- Teams that provide support and foster a sense of community
Additional details
- Job Type: Regular / Permanent / Unlimited / FTE
- Working Scheme: On-Site
- Location: Bangalore, Karnataka, India
- Reference Code: req31603
- Company: Praxair India Private Limited | Business Area: Information Services (IT)
- Linde is a leading global industrial gases and engineering company, operating in more than 100 countries worldwide
- On the 1st of April 2020, Linde India Limited and Praxair India Private Limited successfully formed a joint venture, LSAS Services Private Limited
- LSAS Services Private Limited provides Operations and Management (O&M) services to both existing organizations, which will continue to operate separately
- Linde values diversity and recognizes the importance of fostering inclusion in the work environment
- All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, age, disability, protected veteran status, pregnancy, sexual orientation, gender identity or expression, or any other reason prohibited by applicable law
- Praxair India Private Limited acts responsibly towards its shareholders, business partners, employees, society and the environment
- The company is committed to technologies and products that unite the goals of customer value and sustainable development
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