Thermal Data Analyst

Department Icon Data Science Analytics & Machine Learning
Posted: 4 years ago
2-4 years
Pune
Data Science Analytics & Machine Learning
Work From Office
Full Time

Posted: 4 years ago
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Job Description


Ecozen is innovating at the intersection of clean-tech & the internet of things. We aspire to disrupt the way perishables are handled across the value chain and build an intelligent and completely automated after-sales service solution in the long run.


Currently, we have two products- Ecofrost & Ecotron. Ecofrost is a portable solar-powered cold room based on thermal energy storage, which can maintain low temperatures without any backup power. We also offer a smart controller “Ecotron” for irrigation pumps which complements our offerings in the solar/agri-solutions space and are a major market shareholder.


Both the products are strongly integrated with the internet and give us extensive data about their usage and performance. Using this data, we are building a perishables-friendly marketplace and powerful algorithms to improve product performance, serviceability, and reliability.


Our primary USP is our innovative and fresh approach to real-life problems and solving them with the philosophy of lean solutions. Our team consists of extremely motivated and energetic individuals who walk hand-in-hand with the company's principles and vision.


We are headquartered at Pune and also have major operations at Raipur. We are also spread across other locations such as Hyderabad, Chandigarh & Delhi.



Responsibilities:



  • Analyze cold chain device data and extract useful statistics/insights that drive actionable recommendations to improve product performance/quality and customer experience

  • Write efficient MySQL/Python code and complex queries across extensive data sets

  • Build effective models to fuel analytical frameworks that drive material product improvements in hardware optimization, controls, and refrigeration diagnostics

  • Work effectively with engineers and conduct end-to-end analyses, from data requirement gathering to data processing and modeling

  • Identify, analyze, and interpret trends or patterns in complex data sets and depict the story via dashboards and reports

  • Automate analyses with interaction with MongoDB


Basic Qualifications:



  • B.Tech. or M.Tech. in Mechanical Engineering (Preferred), Math, Physics, Statistics, or related field

  • Prior internship/work experience in data analytics or related field

  • Strong proficiency in MySQL, and Python for writing efficient queries, data manipulation, and analysis

  • Strong knowledge of data visualization techniques and tools using Matplotlib, Plotly, etc.

  • Strong problem-solving skills to help refine problem statements and solve them with the available data

  • Exceptional organizational skills and an ability to prioritize and manage multiple projects simultaneously to meet deadlines

  • Demonstrated ability to take on projects with a sense of ownership and entrepreneurial mindset


Preferred Qualifications



  • First-principles understanding of heat transfer, fluid mechanics, and thermodynamics with relevant project/research experience

  • Experience creating data products and dashboards in Tableau, R Shiny, or others.

  • Exposure to building machine learning models with demonstrated impact

  • Experience communicating the results of analyses with stakeholders/leadership teams, and working cross-functionally across different teams

  • Experience in developing numerical models + experimental characterization of thermal/fluid/refrigerant systems and heat exchangers



Skills

Python

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About Company

Ecozen Solutions manufactures and supplies solar-powered irrigation solutions such as solar-powered pumps and pump hubs. Its flagship product Ecotron, a solar-powered pump controller equipped with a web-based analytics platform that enables to live-track frequency, power consumption, motor current, PV voltage, MPPT performance etc. and provide performance reports. It also offers Ecofrost, a portable solar micro cold storage device for farmers to store fresh fruits, vegetables, flowers and other perishable commodities. The product is manufactured by Ecofrost Technologies, a subsidiary of Ecozen.

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