05 Nov
|
Bosch Group
|
Bengaluru
05 Nov
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 Education and Work Experience Requirements : **- 3 to 5 years of experience as a Data Scientist / NLP Engineer
- Proven track record and experience with statistical modeling/data mining algorithms such as:
- Multivariate Regression, Logistic Regression, Clustering Algorithms, Support Vector Machines, Decision Trees, etc.
- Machine Learning, Deep Learning, Graph Mining
- DOE, Forecasting, Segmentation, Uncertainty Analysis
- Data Mining including Text Mining and Classification Methods - SVM, Neural Networks, etc.
- Vector Space Models for Unstructured Text
- Sentiment Analysis, Association Mining, Semantic Analysis
- Strong experience in working with unstructured text data using transformer-based models and modern NLP techniques.
- Expertise in building statistical models and/or optimization frameworks to improve processes, products, and business outcomes.
- Proficiency in one or more programming languages:
- Python (preferred) or Java
- Strong hands-on experience with:
- NLP libraries such as SpaCy, NLTK, Gensim, OpenNLP, CoreNLP
- Regular Expressions ( RegEx ) for text parsing, preprocessing, and data extraction
- Large Language Models (LLMs) and Knowledge Graphs
- Valuable knowledge of supervised and unsupervised NLP tasks including:
- Intent recognition
- Entity extraction
- Text classification
- Question answering
- Summarization
- Topic modeling
- Experience building and fine-tuning Language Models (LMs) such as BERT, ELMo, XLNet, or similar transformer-based architectures for domain-specific NLP use cases.
- Experience in developing end-to-end AI/ML/NLP pipelines including data ingestion, preprocessing, model development, and deployment.
- Experience with containerization tools such as Docker for model packaging, deployment, and scalable AI solution delivery.
- Tech-savvy with strong exposure to open-source tools and frameworks.
- Ability to independently handle technical projects and provide technical direction to team members.
- Experience in converting business ideas into actionable AI solution designs and influencing stakeholders with data-driven insights.
- Strong communication and storytelling skills with the ability to present complex AI/ML insights to cross-functional stakeholders.
- Good to have foundational knowledge of:
- Cloud platforms (AWS/Azure/GCP)
- API frameworks such as Flask or FastAPI
- MLOps best practices and model lifecycle management
- Prior experience in Mobility, Manufacturing, or Healthcare domain is a plus.
Mandatory Skills :
- Strong hands-on expertise in Python (or Java), NLP, RegEx, SpaCy, NLTK, and transformer-based models .
Qualifications Educational qualification**: BE/B.Tech or Equivalent Degree
Experience : 3-6 Years
Mandatory/requires Skills : Strong hands-on expertise in Python (or Java), NLP, RegEx, SpaCy, NLTK, and transformer-based models .
Preferred Skills :
📌 Jr Ai/ml Data Science (Bengaluru)
🏢 Bosch Group
📍 Bengaluru