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63 Infineon Technologies Jobs

Staff Engineer Design

5-8 years

Bangalore / Bengaluru

1 vacancy

Staff Engineer Design

Infineon Technologies

posted 1mon ago

Job Role Insights

Flexible timing

Job Description


In your new role you will:
  • Formulate approaches to solve problems using AI and ML in the context of customer, engineering and basic needs and come with innovative solutions to address the customer challenges.
  • Dive into the data to find key insights that impact the business.
  • Design algorithms, train model and deploy to production.
  • Technically Lead other data scientist to work with engineers and product manager to deliver solution\/product on time.
  • Coach, mentor, and develop staff, including overseeing new employee on-boarding and providing career development planning and opportunities.
  • Ability to serve as a knowledgeable resource to the organizations management team that provides leadership and direction.
  • Establish scalable, efficient, automated process for large scale data analysis, and model deployment, validation and implementation.
  • Peer review and publish work under IEEE conferences. You are best equipped for this task if you have:
    • Bachelors \/ Master Degree in Computer Science, Electrical\/Electronic Engineering.
    • 4+ year of professional experience in application of machine learning, deep learning, data science and large data analysis.
    • 4+ years of experience in at least one of the DL frameworks like PyTorch, TensorFlow etc.
    • 3+ year of experience in RNN, LSTM, GRU Networks.
    • 3+ year of experience in at least one of the programming languages like Python\/R.
    • Experience in CNN (Convolutional Neural Network), GAN (Generative Adversarial Network), DCGAN etc.
    • Hands-on experience using OpenCV.
    • Good understanding of modern clouds, server architectures and their components (CPU, RAM, Storage etc.), integration with OS and cloud environment.
    • Working knowledge of Deep-learning models like BERT, LLM, Multi-Modals etc.
    • Experience in building RAG pipelines using AI Agents, Different LLMetc.
    • Experience with scientific and machine learning libraries e.g., SciPy, SciKit-learn, numPy.
    • Experience building large scale data processing pipelines.
    • Ability to explain and present analyses and machine learning concepts to a broad technical audience.
    • 2+ years of experience in doing statistical analysis and designing ML models in one or more of the following: casual inference, A\/B testing, statistical significance in complex scenarios, pattern discovery, Markov chains, process analytics, neural networks and deep learning techniques in technology applications.
    • Working proficiency in SQL\/ No-SQL\/ ElasticSearch
    • Expertise in machine learning supervised and unsupervised : Forecasting, Classification, Data\/Text Mining, NLP, Decision Trees, Adaptive Decision Algorithms, Random Forest, Search Algorithms, Neural Networks, Deep Learning Algorithms and Reinforcement Learning
    • Experience in statistical learning: Predictive Prescriptive Analytics, Web Analytics, Parametric and Non-parametric models, Regression, Time Series, Dynamic \/ Causal Model, Statistical Learning, Guided Decisions, Topic Modelling
    • Experience working with big data - identifying trends, patterns, and outliers in large volumes of data.
    • Experience in leading Junior Data Scientists on approach and results.

Employment Type: Full Time, Permanent

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People are getting interviews at Infineon Technologies through

(based on 22 Infineon Technologies interviews)
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32%
27%
18%
9%
5%
9% candidates got the interview through other sources.
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What people at Infineon Technologies are saying

What Infineon Technologies employees are saying about work life

based on 186 employees
85%
96%
70%
100%
Flexible timing
Monday to Friday
No travel
Day Shift
View more insights

Infineon Technologies Benefits

Cafeteria
Team Outings
Work From Home
Health Insurance
Free Food
Soft Skill Training +6 more
View more benefits

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