Junior Research Fellow IGNITE-Innovation Group for Networked Intelligent Transportation System Design and Experimentation

0.0 - 4.0 years

0 Lacs

gandhinagar, gujarat

On-site

As a Junior Research Fellow (JRF) at Dhirubhai Ambani University (DA-IICT), Gandhinagar, you will have the opportunity to work on a sponsored research project funded by the Space Applications Center-ISRO, Ahmedabad, under their NavIC GAGAN Utilization Programme. The project, titled "Road Infrastructure and Traffic Condition Aware Efficient Scheduling and Mobility of Priority Vehicles in Indian Urban Scenario," aims to address challenges related to traffic management in urban areas. You will be responsible for tasks such as collecting, cleaning, and analyzing real-time and historical vehicle trajectories and incident data from NavIC/GPS-enabled devices and other traffic data sources. Additionally, you will work on training and validating machine learning models using multi-sensor datasets, designing and developing traffic simulation scenarios, and creating approximation algorithms and graph-based models for scheduling and routing problems. Your role will also involve supporting system integration and pilot deployments, as well as preparing technical reports, publications, and project documentation. To be successful in this role, you should hold an M.Tech degree in ICT/Computer/Electronics and Communication/Electrical or equivalent, with a background in Wireless communication and networks. Desirable skills include knowledge of micro-controller programming, proficiency in programming languages such as C/C++/Java and Android Application Development, a good understanding of probability, statistics, graph theory, routing algorithms, or scheduling problems, experience in data analysis and machine learning using Python, familiarity with IoT systems, GNSS/IRNSS NavIC, and vehicular communication protocols, as well as excellent communication and documentation skills. A CSIR-UGC NET or GATE qualification is desirable. This is a temporary position for a duration of three years, with the initial appointment lasting one year and the possibility of extension based on performance. While this position does not guarantee extension or absorption into DA-IICT, the selected candidate will be encouraged to apply for the PhD program at the institute. Interested candidates are required to send their Curriculum Vitae with qualifications and experience details to Dr. Manish Chaturvedi at manish_chaturvedi@dau.ac.in, with the subject line "Application for the JRF position under SAC-ISRO Funded Project NGP-09." Shortlisted candidates will be invited for an interview based on their CV, qualifications, and relevant experience. The interview, tentatively scheduled for 02-04 July 2025, will assess candidates for the skill set mentioned above. The last date for applications is 27 June 2025, and the expected start date is to be determined. The interview will be conducted in a hybrid mode, with in-person preferred and online options for outstation candidates. For technical information about the project, candidates may contact Dr. Manish Chaturvedi, the Principal Investigator of the project and Assistant Professor at Dhirubhai Ambani University (DA-IICT), via email at manish_chaturvedi@dau.ac.in.,

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Senior Development Engineer-Algorithm Solera

6.0 - 10.0 years

0 Lacs

karnataka

On-site

As a Senior Algorithm Software Engineer at Solera located in Bangalore, you will play a pivotal role in enhancing transportation routing and scheduling algorithms. You will be responsible for analyzing, designing, programming, and debugging algorithm improvements while ensuring optimal system performance. Your expertise in object-oriented design, coding, and unit testing will be crucial in developing high-quality solutions. Additionally, you will collaborate with stakeholders to define system requirements and mentor junior developers to foster their growth. Your primary responsibilities will include designing and implementing complex algorithms, optimizing performance for real-world applications, and conducting algorithm tuning. You will write clean and well-documented code in languages such as C#, C++, Java, and .NET. Furthermore, you will be involved in logical data modeling, object-oriented design, and unit testing to ensure compliance with business requirements. In the realm of Machine Learning-Specific Engineering, you will build and optimize ML models, develop and test ML algorithms, preprocess large datasets, and troubleshoot model performance issues. You will also deploy ML models to production environments and enhance feature selection/extraction methods to improve accuracy and runtime. Your role will also involve working on advanced performance and tools, where you will design custom loss functions, utilize profiling tools to enhance computational efficiency, and leverage distributed computing frameworks for training ML models. Additionally, you will collaborate with data scientists and domain experts to align algorithms with project requirements and stay updated on advancements in ML frameworks and methodologies. To qualify for this position, you should hold a Bachelor's degree in Computer Science, Computer Engineering, Electrical Engineering, or Mathematics, along with at least 6 years of relevant software development experience. Product-based company experience is mandatory. You should possess knowledge of common routing algorithms, logical thinking skills, excellent interpersonal and communication skills, and proficiency in C#/C++ development environments. Familiarity with Agile methodologies and industry-standard SDLC processes is essential. Join us at Solera, where you will have the opportunity to contribute to cutting-edge projects, mentor junior developers, and drive innovation in the field of transportation routing and scheduling algorithms.,

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