Bosch Group | Sr. Data Scientist | Bengaluru | Bharat | BigDataKB.com | 2023-02-17

Do you want beneficial technologies being shaped by your ideas? Whether in the areas of mobility solutions, consumer goods, industrial technology or energy and building technology – with us, you will have the chance to improve quality of life all across the globe. Welcome to Bosch.

Job Description

• Atleast 5+ years of experience on Data Science
• Good knowledge of advanced statistical methods. Mine and analyze data, applying statistical methods as necessary, pertaining to customers’ discovery, and viewing experiences to identify critical product insights.
• Experience in creating statistical models and/or optimization frameworks for improving processes/products/profits
• Proactively develop new metrics and studies to quantify the value of different aspects of product.
• Translate analytic insights into concrete, actionable recommendations for business or product improvement.
• Partner closely with product and engineering leaders throughout the lifecycle of project. Ensure that necessary data is captured; analytic needs are well-defined up front and coordinate the analytic needs.
• Drive efforts to enable product and engineering leaders to share your knowledge and insights through clear and concise communication, education, and data visualization.
• Should have independently handled a project technically and provided directions to the other Team Members.
• Experience in turning ideas into actionable designs.
• Able to persuade stakeholders and champion effective techniques through development.
• Ongoing technical authority role with our larger customers.
• Strong interpersonal and communication skills: ability to tell a clear, concise, actionable story with data, to folks across various levels of the company.
• Able to lead the project independently.
• Technical directions to junior in team, like to sort the respective task for responsible team members

Technical Skills:

• Expertise with any of the below skills:
  • Python, Tensorflow, Keras, Pytorch
  • NLP, WordNet, NLTK, OpenCV
• Tech savvy and willing to work with open-Source Tools
• Applying statistical and machine learning techniques, such as, mean-variance, k-means, nearest-neighbor, support vector, Bayesian time-series and network analysis to identify outliers, classify events or actors, and correlate anomalous sequences of events.
• 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 etc.
  • Data Mining i.e. Text Mining, Classification Methods – SVM, NN, etc
  • Vector Space model for Unstructured Texto Sentiment Analysis, Association Mining, Semantic Analysis
• Should know some programming language and willing to learn more.

Qualifications

MTech, BTech, BE or MCA

Additional Information

Good to Have:

• Experience leveraging cloud services (AWS/Azure/GCP), preferably Azure
• Deployment of Machine Learning Models and implementing MLOps practice
• Prior experience in Oil and Natural Gas domain
• Understanding of microservices