Data Scientist & AI Engineer: NLP, DL & Analytics

INFINEON TECHNOLOGIES ASIA PACIFIC PTE LTD; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

INFINEON TECHNOLOGIES ASIA PACIFIC PTE LTD in Singapore is expanding its data analytics and AI capability. You will grow the organization’s analytics, develop and maintain large-scale data pipelines, and engage in exploratory analysis and predictive modeling to identify trends and anomalies.

Join a global leader in semiconductor solutions, driving decarbonization and digitalization, and collaborate with cross-functional teams to publish findings and advance robust ML solutions.

Qualifications

• Ph.D. or Masters in Natural Science, Computer Science, Data Science, Statistics, Mathematics, or equivalent fields.
• At least 3-5 years of relevant working experience in similar fields.
• Proficient in Python and SQL languages.
• Ability to handle text manipulation tasks such as processing and parsing.
• Understanding of recommender systems such as collaborative filtering and content filtering.
• Experience in using machine learning libraries such as Scikit-learn, TensorFlow, Keras or Pytorch
• Experience in model hyper-parameter tuning, embeddings and feature engineering.
• Experience in natural language process (NLP), statistical modeling, network analysis, and data mining techniques
• Love minimal, beautiful code and neat documentation.
• Team player, both internal between data scientist as external with business stakeholders
• Plus: Experience with cloud computing (AWS/GCP/Azure)
• Plus: Deep Learning (RNN, LTSM, XGBoost)
• Plus: Continuous deployment (CI/CD)
• Candidate with no experience can be consider for entry level position

Responsibilities

• Growing the Organization's data analytics and AI capability.
• Develop and maintain a data pipeline for large-scale data indexing.
• Engage in both exploratory analysis and predictive models to identify data trends and anomalies.
• Explore new hypotheses , build deep learning algorithms and be responsible to maintain model quality over time.
• Take ownership of the algorithmic structure and explain complex deep learning algorithms in layman terms to business stakeholders or tech talks.
• Ability to set and achieve project objectives & milestones.
• Document analytical findings for technical teams, executives, or publication

Skills

Python

SQL

NLP

ML libraries

Recommender systems

Cloud computing

Education

PhD or Master in CS/DS/Statistics/Math

Tools

Scikit-learn

TensorFlow

Keras

PyTorch

Job description

INFINEON TECHNOLOGIES ASIA PACIFIC PTE LTD in Singapore is expanding its data analytics and AI capability. You will grow the organization’s analytics, develop and maintain large-scale data pipelines, and engage in exploratory analysis and predictive modeling to identify trends and anomalies.

Join a global leader in semiconductor solutions, driving decarbonization and digitalization, and collaborate with cross-functional teams to publish findings and advance robust ML solutions.