ECQ3 Full Stack Machine Learning Engineer

Company Description Bosch Global Software Technologies Private Limited (BGSW), is a fully owned subsidiary of Robert Bosch GmbH, one of the world's foremost global suppliers of technology and services, providing comprehensive engineering, IT, and Business solutions. BGSW, with over 18,000 associates, is Bosch's largest software development center outside Germany, making us Bosch's Technology Powerhouse in India. We have a global footprint with offices in the US, Europe, and the Asia Pacific region. BGSW is ISO 9001:2008 certified (2012), appraised at CMMI-L5 as per version 1.3 (2011), ASPICE - level3 based on version 2.5 and ISO 15504-5 and 7, and ISO 27001, with seven cutting-edge facilities scattered across Bangalore and Coimbatore in India, Ho Chi Minh City in Vietnam, and Guadalajara in Mexico, ISO/IEC 20000-1:2011 certified (2014). We cultivate, build, and preserve long-lasting customer relationships to deliver direct operational and strategic benefits to our customers. We accomplish this through capable, motivated, and flexible professional associates who uphold Bosch's 125-year legacy and values – a journey celebrated for quality, reliability, and innovation of service to promote the interests of our customers and the community we live in. Our solutions primarily serve businesses in three areas: • Engineering Services • IT services • Business services Our primary focus industries include: • The automotive industry • Industrial Technology • Consumer Goods and Building Technology. Our role: “We view BGSW as instrumental in helping us gain the technological lead we need to thrive in increasingly competitive global markets..... BGSW aims to ensure product excellence whilst maintaining our global competitiveness” - Mr. Franz Fehrenbach, Chairman of the Board of Management, Robert Bosch GmbH. Job Description Responsibilities: • Development of machine learning applications according to specifications • Carrying out machine learning tests and experiments • Training and retraining machine learning systems and models as needed • Preparation and execution of test cases • Statistical analysis and formulation of data visualizations capable of depicting vast data quantities • Development of documentation to assist users • Support for continual enhancement through the investigation of alternative solutions and technologies and their subsequent presentation for architectural review Mandatory Requirements: • Hands-on experience in Python Programming • Proficiency in Classical Machine learning and Deep Learning techniques (preferably NLP Algorithms like LDA, word2vec, transformers, etc.) • Experience with any Deep learning frameworks (TensorFlow, Pytorch, etc.) • Experience in training Image Classification/Object Detection/Semantic Segmentation models • Knowledge in various CNN Architectures like MobileNet, EfficientNet, etc. • Experience in Model Training, Hyperparameter tuning and Evaluation • Familiarity with ExplainableAI, Uncertainty Quantification is good to have • Proficient understanding of code versioning tools (Git) • Zeal for learning new technology, framework and tools • Excellent interpersonal and communication skills • Innovative thinking, heightened flexibility, and proactiveness • Strong team player with capacity to work on multiple projects Qualifications B.E/B.Tech/M.Tech (any stream but with relevant experience) Additional Information B.Tech – Experience: 5-7 years M.Tech – Experience: 4-7 years.