06 Aug
|
Bosch Group
|
Bengaluru
06 Aug
Bosch Group
Bengaluru
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 27,000+ 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
Job Description Education and Work Experience Requirements: ·
5 to 8 years of experience as Data Scientist or GenAI specialist·
2 to 3 years of experience in Generative AI solution development·
Proven track record and experience with with GenAI technologieso
Open source LLMs like Llama, Gemma, Mixtral etc .Closed source LLMs such as Open AI GPT, Azure Open AI, Claude, Gemini etc
Understand business problems and translate them into AI/ML solutions.
Perform data collection, preprocessing, feature engineering, and exploratory data analysis.
Build statistical models to identify trends, correlations, and business insights.
Develop supervised and unsupervised machine learning models.
Design and optimize deep learning architectures for Computer Vision and NLP tasks.
Prompt Engineering/Tuning, RAG, RAFT, LLM finetuning such as PEFT(LoRA, QLoRA ..)
Understanding of SLMs such as Phi3, BERT and Transformer architectureo
Vector databases like Pincone, Qdrant etc.·
Valuable knowledge of advanced statistical methods.
Experience working with Text Data using transformer-based model·
Expertise with the following scripting languages:o
Python, R, Tensorflow, Keras, Pytorcho OpenNLP, CoreNLP, WordNet, NLTK, SpaCy, Gensim, Large Language Models, Knowledge Graphs·
Good and experience of machine learning algorithms and ability to apply them in supervised and un-supervised NLP tasks.·
Knowledge of NLP algorithms that can handle various NLP tasks such as intent recognition, entity extr
📌 Data Scientist (Bengaluru)
🏢 Bosch Group
📍 Bengaluru