SGS
Location
Pune | India
Job description
Position - Data Scientist
Job Description: · The core responsibility of a TLM Data Scientist is to develop Python algorithms for determining the health state of machinery equipment to improve their operational reliability and efficiency. · The candidate will collaborate closely with engineer SMEs to understand equipment physics and develop sustainable, industrial-grade AI/analytics solutions. · The role involves analyzing large time-series data from sensor measurements combined with other operational data in cloud as well as in local system. · There will be a strong emphasis on applying engineering domain knowledge in developing algorithms and extracting features out of raw data to build diagnostic and prognostic models. Skills Required: Coding Skills: 1. Extensive experience in Python algorithm programming or data science (not in app development like Flask, Pyramid or Django). 2. Proficient in using Python libraries like Pandas, Numpy, Scikit-learn, Matplotlib, and Bokeh 3. Experience with Git basics 4. Basic SQL queries Fundamental Technical Skills: 1. Understanding of elementary physics and mathematics (e.g. acceleration, force, vector arithmetic) 2. Understanding of fundamental probability and statistics (distributions, standard dev, percentiles, histograms, sampling) Project Skills: 1. Professional working level of English writing and speaking. TOEFL iBT score >80. 2. Proficient in writing technical reports and delivering formal presentations to stakeholders 3. Able to lead technical discussions with domain experts Qualifications and Experience: A bachelor’s degree in any science or engineering major with courses in physics, mathematics, and numerical programming. A minimum GPA of 3.5/4.0 scale. A Master of Science degree in data science, analytics, or engineering with a thesis or research projects involving hands-on algorithm development, statistical analysis, and machine learning using Python.Job tags
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