Principal Data Scientist - Bengaluru/Bangalore
- Signify
- 10 - 15 years
- Bengaluru
- 3 years ago
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Job Description
We re looking for a Principal Data Scientist to work on machine learning, data mining, and statistical modeling for providing predictive and prescriptive enterprise analytics. Successful candidates will be expected to lead a team of Data Scientists, investigate state of the art techniques in advanced machine learning and statistical modeling, and design, develop, and deploy state-of-art, scalable systems for innovative analytics applications across various functional areas (e.g. Finance, Sales, Marketing, Supply Chain, etc.). Applicants will be expected to work with a diverse set of data sources, such as time series data, graph data, semi-structured and unstructured data, and build statistical/machine-learning models in support of on-demand, real-time analytic services. The applicant should also have strong skills in explaining the analytic models and outcomes to business stakeholders.
You ll be part of the Signify s Enterprise Information Management - Advanced Analytics team, based in Bangalore
What you ll do
- Lead, guide and advice a team of Data Scientists
- Be overall responsible for all the Data Science related deliverables
- Research, design and prototype robust and scalable models based on machine learning, data mining, and statistical modeling to answer key business problems
- Build tools and support structures needed to analyze data, perform elements of data cleaning, feature selection and feature engineering and deliver projects in conjunction with best practices
- Work with development teams & business groups to ensure models can be implemented as part of a delivered solution and can be replicated across multiple markets / countries
- Present findings to stakeholders to drive improvements and solutions from concept through to delivery
- Keep abreast of the latest developments in the field by continuous learning and proactively champion promising new methods relevant to the problems at hand
What you ll need
- PhD / Masters / B.Tech in computer science, computer engineering with 10+ years of demonstrated experience in the Advanced Analytics / Machine Learning field
- Demonstrated history of driving and delivering analytics models and solutions
- Deep knowledge of fundamentals of machine learning, data mining and statistical modeling, and extensive experience applying these methods to real world problems
- Strong skills in software prototyping and engineering with expertise in applicable programming and analytics languages (Python, R, SQL) and various open source machine learning and analytics packages. Good knowledge of SAP Datahub is highly desired
- Ability and inclination to work in multi-disciplinary environments, and desire to see ideas realize in practice
Job Classification
Industry: Semiconductors, ElectronicsFunctional Area: IT Software - Other,
Role Category: Programming & Design
Role: Programming & Design
Employement Type: Full time
Education
Under Graduation: B.Tech/B.E. in Any SpecializationPost Graduation: Post Graduation Not Required
Doctorate: Any Doctorate in Any Specialization, Doctorate Not Required
Contact Details:
Company: SignifyLocation(s): Bengaluru
Keyskills: Supply chain Computer science SAP Prototype Machine learning Information management Open source Data mining SQL Python
Signify
Founded in Eindhoven, the Netherlands, we?ve led the lighting industry with groundbreaking innovations for more than 125 years. We focus on providing our customers with quality, energy-efficient lighting products, systems and services. Today, we?re leading the industry?s transformation in the digita...
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