Assistant Manager - Prognostics Development

Bengaluru, India

Bosch Group

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Company Description

Company Description

In India, Bosch is a leading supplier of technology and services in the areas of Mobility Solutions, Industrial Technology, Consumer Goods, and Energy and Building Technology. Additionally, Bosch has in India the largest development center outside Germany, for end-to-end engineering and technology solutions. The Bosch Group operates in India through twelve companies: Bosch Limited – the flagship company of the Bosch Group in India – Bosch Chassis Systems India Private Limited, Bosch Rexroth (India) Private Limited, Bosch Global Software Technologies, Bosch Automotive Electronics India Private Limited, Bosch Electrical Drives India Private Limited, BSH Home Appliances Private Limited, ETAS Automotive India Private Limited, Robert Bosch Automotive Steering Private Limited, Automobility Services and Solutions Private Limited, Newtech Filter India Private Limited and Mivin Engg.Technologies Private Limited. In India, Bosch set-up its manufacturing operation in 1951, which has grown over the years to include 16 manufacturing sites, and seven development and application centers. The Bosch Group in India employs over 30,500 associates and generated consolidated sales of about Rs. 26,827 crores (3.1 billion euros) in fiscal year 2021-22 of which Rs. 24,406 crores (2.8 billion euros) are from consolidated sales to third parties. Bosch Limited is the flagship company of the Bosch Group. It earned revenue of over Rs. 11,782 crores (1.39 billion euros) in fiscal year 2021-22.
Additional information can be accessed at www.bosch.in

Job Description

Job Description

Development of AI/ML based solutions for OE and Non OE customer projects

1) Understand different vehicle/engine/ system configurations and formulating Prognostics use case for delivering solutions for different projects
2) Design Of Experiments preparation for data collection from vehicles
3) Instrumentation and Vehicle measurements on internal and customer vehicle
4) Identify relevant data for a use case and work on preprocessing of structured and unstructured data
5) Analyzing large amounts of data to discover trends and patterns
6) Build predictive models and machine-learning algorithms
7) Represent data analyzed using data visualization techniques
8) API creation and validation & on-boarding

Qualifications

Master / Bachelor's in Data Science, Computer Science, Statistics or a relevant field.

Additional Information

1) Good knowledge on automotive systems and components  ( ICE , EV and hybrids )
2) Good knowledge of Engine management system, calibration and Diagnostics
3) In depth knowledge of digital and analog electronics (circuits)
4) In depth knowledge on simulation of electrical networks
5) Experience in Data analytics and Machine learning concepts
6) Experience in Python or R programming language
7) Very good understanding of different measurement tools and techniques
8) Good knowledge on tools like Inca, canalyzer, Diagra
9) Ability to think out of the box
10) Aptitude for in-depth technical tasks
12) Good analytical reasoning ability
13) Good knowledge of Quality Systems and Tools like FMEA, 8D, etc

Desirable:
1) Algorithms : Deep learning algorithms. CNN, RNN..
Libraries : Flask, Apache Spark
Database : MongoDB, MySQL..

Added advantage if the candidate has :
1) Good overview on AWS cloud for API development
2) Basic knowledge on DevOps
3) Basic knowledge on Docker and Kubernetes containers

* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰

Job stats:  5  0  0
Category: Leadership Jobs

Tags: API Development APIs AWS Computer Science Data Analytics Data visualization Deep Learning DevOps Docker Engineering Flask Industrial Kubernetes Machine Learning MongoDB MySQL Python R RNN Spark Statistics Unstructured data

Region: Asia/Pacific
Country: India

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