AI/ML Research & Product Engineer – AIShield Job Vacancy in Bosch Group Bengaluru, Karnataka – Updated today

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Full Details :
Company Name :
Bosch Group
Location : Bengaluru, Karnataka
Position :

Job Description : Company Description
Bosch Global Software and Technologies, 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 25000 associates, BGSW is the largest software development center of Bosch outside Germany, indicating we are the Technology Powerhouse of Bosch in India. We have a global footprint with presence in US, Europe and the Asia Pacific region. BGSW is ISO 9001:2008 certified (2012), appraised at CMMI-L5 as per version 1.3 (2011), ASPICE – level3 based on version 2.5 and ISO 15504- 5 and 7, and also ISO 27001 with seven state-of-the-art facilities spread across Bangalore and Coimbatore in India, Ho Chi Minh City in Vietnam and Guadalajara in Mexico, ISO/IEC 20000-1:2011 certified (2014).

We nurture, build and sustain enduring customer relationships to enable direct operational and strategic benefits to our customers. We make it happen through qualified, motivated and flexible professional associates, who uphold the heritage and values of Bosch – time-tested over 125 years of a successful journey; a journey marked by quality, reliability and innovation of service to enhance the interest of our customers and the community we live in.

We provide solutions for businesses in primarily three areas:

Engineering ServicesIT servicesBusiness services
Our focal industries:

Automotive industryIndustrial TechnologyConsumer Goods and Building Technology.
Our role
“We see BGSW as helping us to achieve the technological lead we need to have in order to prevail in increasingly competitive world markets….. BGSW is about ensuring product excellence under conditions that allow us to maintain our global competitiveness” – Mr. Franz Fehrenbach, Chairman of the Board of Management, Robert Bosch GmbH.

Job Description
Primary responsibilities:
Conduct research and engineering in AI Security domain for related business domains of autonomous driving, connected vehicles, Industry 4.0, IoT, car multimedia etc.Work with an international team of experts to transfer the results of advanced research to product. When necessary, build prototypes to verify research ideas.Apply research results to real-world use cases with high quality implementation. Integrate the resulting systems/software into product and existing platforms.Actively scout for the latest technology and predict market trends by monitoring news, technical events and seminars.Provide expert opinions on relevant technology areas to management team to facilitate strategic planning, R&D roadmap development, and business investment.Summarize research findings in high-quality paper and/or patent submissions.Responsible for building containerized applications for innovative ML product using modern technologies in the area of AI and SecurityBuild and deploy SaaS Product on cloud (e.g., AWS, Azure) working with technology stack comprising of Docker, Kubernetes, ML Flow, Kubeflow, Rabbit MQ, Mongo DB, Azure Storage Account, ADL Gen 2, Spark, Elasticsearch, Logstash, Kibana, MEAN stackTransform research and concept into production-grade codesExtending company’s data with third party sources of information when neededProcessing, cleansing, and verifying the integrity of data used for analysisImplement tests to validate and verify your implementationShip well-tested, secure, reliable, and maintainable code within committed timelines that delights product user
Must have skills:
3+ years of research experience or equivalent experience for machine learning and deep learning algorithms & systems.Experience with one or more programming languages for machine learning applications (e.g. Python, C++)Deep knowledge in machine learning and deep learning,computer vision, high-dimensional data analysis, and event sequence miningFamiliar with one or more main-stream machine learning platforms (e.g., TensorFlow, PyTorch, and scikit-learn);Experience with Python data analysis libraries (pandas, sklearn, numpy, scipy, and matplotlib), and Spark MLlibProficiency with Spark, Hadoop, Kafka, Hive, and SQLExcellent understanding of machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, Decision Forests, etc.Solid software engineering skills, with proficiency in Python and experience in providing them as servicesGIT, Python web framework Web2Py/Django/ FlaskExperience with data visualization tools, such as D3.js, GGplot, etc. is a plusSelecting features, building and optimizing classifiers using machine learning techniquesData mining using state-of-the-art methodsExtending company’s data with third party sources of information when neededEnhancing data collection procedures to include information that is relevant for building analytic systemsProcessing, cleansing, and verifying the integrity of data used for analysisDoing ad-hoc analysis and presenting results in a clear mannerCreating automated anomaly detection systems and constant tracking of its performanceModel Deployments in Container Platform

Qualifications
BE / BTech / MS/ MTech in Computer Science, Computer Engineering, Software Engineering, Computational Science, Machine Learning, Data Science
Additional Information
Additional Skills:
Contribute technical expertise to the team with the development of APIs and machine learning servicesFollows standards and industry best practices concerning the design, implementation, and especially maintenance of software applicationsSupport fellow engineers through peer code reviews and constructive discussions that concern architecture, data model, and feature implementation decisionProvide and receive meaningful feedback from the group to ensure the extensibility and reusability of the codeGreat communication skillsGood ability to anticipate issues and formulate remedial actions.Good interpersonal and team working skills.

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