AI / Machine Learning Engineer
Key Responsibilities:
- Design and implement ML models for predictive maintenance of solar inverters, trackers, and modules.
- Develop algorithms to forecast energy generation based on weather and irradiance data.
- Integrate AI-driven tools for fault detection, energy yield analysis, and performance optimization.
- Work with IoT and SCADA data to improve operational analytics.
- Collaborate with data scientists, energy engineers, and IT teams to deploy ML models in production.
- Evaluate model performance using KPIs like accuracy, recall, and F1 scores.
- Automate data processing pipelines using Python, TensorFlow, and cloud-based AI platforms.
- Stay updated with emerging trends in green AI, smart grid technologies, and digital twins.
Required Skills & Qualifications:
- Bachelor’s or Master’s degree in Computer Science, Data Science, AI, or Electrical Engineering.
- Strong programming skills in Python, R, and SQL.
- Experience with ML frameworks such as TensorFlow, PyTorch, or Scikit-learn.
- Understanding of renewable energy systems, IoT sensors, and time-series data.
- Knowledge of cloud services (AWS, Azure, Google Cloud) for model deployment.
Preferred Experience:
- 2–5 years of experience in AI or ML development, ideally in the energy, manufacturing, or IoT domain.
- Experience in building predictive models for asset performance or grid optimization.
Career Growth & Opportunities:
AI/ML Engineers can grow into roles like Senior Data Scientist, AI Architect, or Head of Energy Analytics. With the growing adoption of digitalization and smart grids, this role is among the most future-proof in the renewable industry. Professionals in this space will be driving automation and innovation for sustainable power solutions worldwide.
4. Full Stack Developer – Renewable Energy Technology Platforms
Job Overview:
Full Stack Developer
Key Responsibilities:
- Develop and maintain responsive web applications for energy monitoring and analytics.
- Design APIs and backend logic using Node.js, Django, or Flask.
- Implement front-end interfaces with React, Angular, or Vue.js.
- Work with databases such as MongoDB, PostgreSQL, and MySQL for data storage and retrieval.
- Integrate IoT and SCADA data with user dashboards for real-time performance tracking.
- Collaborate with data analysts, engineers, and designers to improve user experience.
- Ensure web applications are optimized for security, scalability, and performance.
- Deploy and maintain applications on cloud platforms (AWS, Azure, GCP).
Required Skills & Qualifications:
- Bachelor’s degree in Computer Science, IT, or related field.
- Strong skills in HTML, CSS, JavaScript, React, Node.js, and Python.
- Experience with API design, RESTful services, and cloud hosting.
- Knowledge of energy data management systems is an advantage.
- Excellent debugging, testing, and documentation skills.
Preferred Experience:
- 2–5 years of professional experience as a Full Stack Developer.
- Exposure to renewable energy platforms, IoT applications, or smart grid software is a plus.
Career Growth & Opportunities:
Full Stack Developers can grow into roles like Technical Lead, Software Architect, or Product Manager. In renewable technology companies, they play a crucial role in digitalizing energy management systems, EV networks, and customer engagement platforms — making this an impactful and rewarding career choice.
5. Renewable Energy Engineer (Solar/Wind/Hybrid Projects)
Job Overview:
Renewable Energy Engineer
Key Responsibilities:
- Conduct site surveys, feasibility assessments, and load analysis for renewable projects.
- Design PV systems using software like AutoCAD, PVsyst, and Helioscope.
- Prepare single-line diagrams, layouts, and detailed engineering documentation.
- Collaborate with procurement and project execution teams for smooth implementation.
- Ensure compliance with electrical safety codes, grid standards, and project quality norms.
- Support tendering and estimation by providing technical specifications.
- Perform performance analysis and suggest improvements for energy optimization.
- Stay updated on new technologies such as floating solar, bifacial modules, and hybrid systems.
Required Skills & Qualifications:
- Bachelor’s degree in Electrical, Mechanical, or Renewable Energy Engineering.
- Knowledge of PV system design, energy simulation tools, and electrical drawings.
- Familiarity with national/international renewable standards and safety protocols.
- Strong analytical and problem-solving skills.
- Good communication and project coordination abilities.
Preferred Experience:
- 2–5 years in solar, wind, or hybrid renewable projects.
- Experience in design, EPC execution, or O&M services.
Career Growth & Opportunities:
- Renewable Energy Engineers can advance into roles like Project Manager, Design Head, or Technical Director. With global demand for sustainable energy, this career offers stability, innovation, and long-term growth. Engineers in this field are shaping the future of clean energy infrastructure, from smart cities to utility-scale power plants.
