AI Scientist

Job Description: Machine Learning and Deep Learning have numerous potential applications in the automotive sector, ranging from advanced driving assistance systems (ADAS) to autonomous driving, driver behavior analysis, vehicle health monitoring, and various processes throughout the lifecycle of an automotive vehicle. Intangles, a pioneering company in the automotive industry, is seeking AI Scientists to join their team and contribute to the development of innovative AI solutions utilizing diverse data types including images, video sequences, text, speech, service logs, and sensor data from modern drive trains and electric vehicles. As an AI Scientist at Intangles, you will be responsible for understanding business challenges and exploring different modeling architectures to devise optimal AI solutions. Your role will involve developing multimodal solutions that can be integrated into the cloud platform and ensuring compatibility with edge compute devices. This position offers a unique opportunity to work in a collaborative environment dedicated to pushing the boundaries of AI technology within the automotive ecosystem. Key Responsibilities: - Formulating business objectives into Data Science problems - Expertise in Multivariate Time Series Forecasting and Causal Forecasting - Building Computer Vision applications, particularly adept with Vision Transformer - Creating and maintaining robust data processing and modeling pipelines - Communicating data insights effectively to both technical and non-technical audiences - Analyzing experimental results, refining models, and driving significant business impact - Proficiency in classical statistical forecasting algorithms and machine learning techniques - Hands-on experience in Time Series Predictive Modelling using regression algorithms and sequence models in Deep Learning - Understanding the fusion of image, text, and time series data for predictive insights - Proficiency in Deep Learning frameworks like PyTorch, Tensorflow - Mentoring junior Data Scientists and guiding solution development - Building end-to-end ML models and pipelines, optimizing for high performance and scalability - Working in an agile development environment and using tools to monitor ML model performance and data accuracy Educational Requirements: - Bachelor's degree in Computer Science, Data Science, Mathematics, or related field - Preferably a Master's or PhD degree in Computer Science, Software Engineering, Mathematics, or related technical discipline Good to Have: - Experience with cloud platforms such as Azure, AWS, GCP - Familiarity with NoSQL databases like MongoDB, Cassandra - Knowledge of containerization using Docker Location: Pune If you are passionate about AI, possess a strong foundation in time series analysis and computer vision, and aspire to contribute to shaping the future of the automotive industry, we encourage you to apply for this exciting opportunity at Intangles.,