Company Description
Bosch Global Software Technologies Private Limited is a 100% owned subsidiary of Robert Bosch GmbH, one of the world's leading global supplier of technology and services, offering end-to-end Engineering, IT and Business Solutions. With over 22,700 associates, it’s the largest software development center of Bosch, outside Germany, indicating that it is the Technology Powerhouse of Bosch in India with a global footprint and presence in the US, Europe and the Asia Pacific region.
Job Description
Education and Work Experience Requirements:· 10+ years of experience working with large data sets or do large scale quantitative analysis· Will be responsible for leading architecture, design and implementation of AI/ML / NLP / Computer Vision and MLOps solutions across team of Data Scientists, Data Engineers, ML Engineers, Cloud, Analytics, DevOps and Visualization teams· Experience in analyzing complex problems and translating them to data science algorithms with due attention to computational efficiency and testing at scale.· Authoritative experience in the field of Data Science to influence stake holders across varied work streams and geographical locations, ability to challenge the status quo to improve the base line models and the models which are already productionized.Mandatory Skills:· Experience in machine learning, supervised and unsupervised: Forecasting, Classification, Data/Text Mining, NLP, Search Algorithms, Deep Learning Algorithms.· Experience in using MLOps frameworks like Kubeflow, MLFlow, Airflow Pipelines for building, deploying, and managing multi-step ML workflows based on Docker containers and Kubernetes.· Experience with workflow orchestration tools like Kubeflow, Airflow, Argo or similar tools· Exposure to deep learning approaches and modeling frameworks (PyTorch, Tensorflow, Keras, etc.)· Experience in frameworks to depict interpretability of models using libraries like Lime, Shap etc.· Experience working with big data - identifying trends, patterns, and outliers in large volumes of data.· Strong implementation experience with Python, and familiarity with Linux/Unix/Shell environments· Strong hands-on skills in sourcing, cleaning, manipulating and analyzing large volumes of data using distributed computing platform· Experience with Hive / Spark / Teradata and NOSQL databases· Experience in using code versioning tools like GIT, bit bucket; building CI/CD pipelines for ML projects· Experience in productionizing ML models in any of the cloud platforms - AWS/GCP/Azure· Good to have experience in building automated/semi-automated model retraining pipelines.· Superior verbal, visual and written communication skills to educate and work with cross functional teams on controlled experiments.· Candidates with prior publications in the field of Data Science are highly preferred.· Tech savvy and willing to work with open-Source Tools· Willingness to learn IoT, Edge AI and keep up to date with technologies· Good to have previous whitepaper submissions and IP filingsGood to have skills :Experience with Mobility / Automotive / Manufacturing domainWhitepaper submissions and IP filing
Qualifications
BE,MCA,BTech or MTech
Additional Information
10+ Years
Top Skills
What We Do
The Bosch Group is a leading global supplier of technology and services. It employs roughly 402,600 associates worldwide (as of December 31, 2021). The company generated sales of 78.7 billion euros in 2021. Its operations are divided into four business sectors: Mobility Solutions, Industrial Technology, Consumer Goods, and Energy and Building Technology.
As a leading IoT provider, Bosch offers innovative solutions for smart homes, Industry 4.0, and connected mobility. Bosch is pursuing a vision of mobility that is sustainable, safe, and exciting. It uses its expertise in sensor technology, software, and services, as well as its own IoT cloud, to offer its customers connected, cross-domain solutions from a single source. The Bosch Group’s strategic objective is to facilitate connected living with products and solutions that either contain artificial intelligence (AI) or have been developed or manufactured with its help. Bosch improves quality of life worldwide with products and services that are innovative and spark enthusiasm. In short, Bosch creates technology that is “Invented for life.”
The Bosch Group comprises Robert Bosch GmbH and its roughly 440 subsidiary and regional companies in some 60 countries. Including sales and service partners, Bosch’s global manufacturing, engineering, and sales network covers nearly every country in the world. With its more than 400 locations worldwide, the Bosch Group has been carbon neutral since the first quarter of 2020. The basis for the company’s future growth is its innovative strength. At 128 locations across the globe, Bosch employs some 76,100 associates in research and development, of which more than 38,000 are software engineers.
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