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hace 2 meses
We are seeking a highly skilled and motivated Data Scientist to join our Quality Analytics team within the Global Data Insight and Analytics (GDI&A) organization at Ford Motor Company.
Key Responsibilities:
- Develop and deploy NLP models to extract insights from unstructured textual data.
- Design and implement data preprocessing and feature engineering techniques for NLP tasks.
- Utilize supervised and unsupervised machine learning techniques to solve complex NLP problems.
- Evaluate and fine-tune models for performance optimization, accuracy, and efficiency.
- Contribute maintainable code to existing and new pipelines.
- Stay up to date with the latest advancements in NLP and contribute to the continuous improvement of our methodologies and algorithms.
- Communicate findings, insights, and recommendations to stakeholders in a clear and concise manner.
Requirements:
- Master's degree in computer science, engineering, data science, statistics, applied mathematics, or a related data field.
- 2+ years of hands-on experience in Python programming for data analysis and machine learning.
- 1+ years' experience in SQL programming language and relational databases.
- 2+ years of experience with NLP libraries and frameworks such as NLTK, spaCy, and Gensim.
- 2+ years of experience with both supervised and unsupervised machine learning techniques.
Preferred Requirements:
- PhD in computer science, engineering, data science, statistics, applied mathematics, or a related data field.
- Experience working with large language models such as GPT-4, Palm, Llama-2, etc.
- Knowledge of deep learning frameworks such as TensorFlow or PyTorch.
- Industry experience in NLP modeling, preferably within the automotive or related domains.
- Experience with Git and GitHub for version control and collaboration.
- Experience with Google Cloud Platform for data processing and machine learning tasks.
- Strong communication skills, with the ability to effectively collaborate with cross-functional teams and communicate complex technical concepts to non-technical stakeholders.
If you are a highly motivated individual with a passion for leveraging NLP techniques to drive quality analytics in the automotive industry, we would love to hear from you. We are committed to creating a workplace that is inclusive, diverse, and rewarding for all employees. We look forward to receiving your application.
