Lead Research Engineer Jobs in Bangalore - Siemens Technology and Services Private Limited
Job Description
Responsibilities:
• Implement advance methodologies available in statistical Inference, Machine Learning and Data Science fields for simulation, analysis and optimization of various Siemens components and Systems.
• Understand the underlying Mathematics / Statistics in various ML algorithms and code them using standard languages for their application
• Strong competence and hands-on experience in the analysis of time series data
• Exposure to finite element analysis, component life analysis involving fatigue, creep and fracture is an added advantage.
• Exposure to probabilistic design and advanced probabilistic analytics, Bayesian statistics are good to have.
• Build ‘Proof of Concept’ (PoC) applications using suitable in-house & 3rd party tools & technologies
• Collaborate, research, and publish findings at various internal and external forums
• Interface with Siemens internal customers and provide Machine learning / AI / based solutions for their needs
• Exhibit the sense of urgency and work closely with the team members Technical Expertise Needed:
• Exposure to statistical and probabilistic analysis
• Domain experience in TWO of the following is necessary: Mechanical design, Simulation, Optimization, Surrogate models, Bayesian probabilities
• An ideal candidate will have keen interest and solid skills in Machine learning, Data science, Image Processing and Time Series Data Analysis
• Strong background in understanding & implementation of deep & reinforced learning algorithms/frameworks.
• Intuition and ability to develop Machine Learning algorithms / Statistical methods through out-of-the-box thinking
• Excellent programming skills in Python/C/C++/R/Any object-oriented languages are essential.
• Experience in implementing deep neural networks using PyTorch , TensorFlow, Caffe.
• Qualifications: Ph.D. or Master Degree in Computer Science/ Mathematics / Mechanical / Aerospace Engineering / Electrical/Electronics and Communication
• Demonstrated relevant industrial work experience of 5 – 8 years
• Technical papers at prestigious conferences and journals Additional requirements:
• Excellent communication skills in English
• Self-motivated and independent, but also comfortable with team-work.
• International R&D exposure will be a plus
• Focus on quality and result orientation
• Optimistic, can-do attitude
Job Particulars
Role engineer core non it
Education BE/B.Tech, Other Course
Who can apply Experienced (3+ Years)
Hiring Process Face to Face Interview
Employment TypeFull Time
Job Id1350212
Job Category Core Technical
Locality Address
State Karnataka
Country India
About Company
Siemens India is a technology powerhouse that has stood for engineering excellence, innovation, quality and reliability. The company focuses on the areas of electrification, automation and digitalization. It is one of the leading producers of energy-efficient, resource-saving technologies; combined cycle turbines for power generation; and power transmission solutions. Siemens is a pioneer in infrastructure solutions and automation and software solutions for industry. The company is also a leading supplier of medical imaging equipment – such as computed tomography and magnetic resonance imaging systems – and a leader in laboratory diagnostics as well as clinical IT. At the end of September 2016, Siemens India had around 16,000 employees (Number of employees is 16,000 including all group companies of Siemens in India). Siemens Limited, in which Siemens AG holds 75% of the capital, is the flagship listed company of Siemens AG in India.
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