Data Scientist
United States (Remote)
Trending
Job Description
We are seeking a highly skilled and motivated Data Scientist to join our Quality Analytics team within the Global Data Insights and Analytics (GDIA) organization at Ford Motor Company. As a Data Scientist specializing in Natural Language Processing (NLP) Modeling, you will play a critical role in developing innovative solutions to enhance the quality analytics capabilities of our organization.
Responsibilities
What you'll be able to do:
- Develop and deploy NLP models to extract insights from unstructured textual data.
- Collaborate with cross-functional teams to identify opportunities and develop strategies for applying NLP techniques to enhance quality analytics.
- 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.
Qualifications
The minimum requirements we seek:
- Master’s degree in Computer Science, Data Science, Statistics, or a related field.
- 2+ years of hands-on experience in Python programming for data analysis and machine learning.
- 2+ years of experience with NLP libraries and frameworks such as NLTK, spaCy, and Gensim.
- 2+ years of experience working with large language models (LLMs) such as GPT-3, BERT, or similar.
- 2+ years of experience with both supervised and unsupervised machine learning techniques.
Our preferred requirements:
- Ph.D. in Computer Science, Data Science, Statistics, or a related field.
- Knowledge of deep learning frameworks such as TensorFlow or PyTorch.
- Industry experience in NLP modeling, preferably within the automotive or related domains.
- Familiarity with cloud platforms, such as GCP (Google Cloud Platform), and an ability to adapt and leverage multiple cloud environments.
- Strong communication skills, with the ability to effectively collaborate with cross-functional teams and communicate complex technical concepts to non-technical stakeholders.
What you’ll receive in return:
As part of the Ford family, you’ll enjoy excellent compensation and a comprehensive benefits package that includes generous PTO, retirement, savings, and stock investment plans, incentive compensation, and much more. You’ll also experience exciting opportunities for professional and personal growth and recognition.
Candidates for positions with Ford Motor Company must be legally authorized to work in the United States. Verification of employment eligibility will be required at the time of hire. Visa sponsorship is available for this position.
We are an Equal Opportunity Employer committed to a culturally diverse workforce. All qualified applicants will receive consideration for employment without regard to race, religion, color, age, sex, national origin, sexual orientation, gender identity, disability status, or protected veteran status.
For information on Ford's salary and benefits, please visit: https://corporate.ford.com/content/dam/corporate/us/en-us/documents/careers/2023-benefits-and-comp-GSR-sal-plan-2.pdf
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Job Info
- Job Identification 15109
- Job Category Global Data Insight & Analytics
- Posting Date 07/19/2023, 02:42 PM
- Degree Level Master's Degree or equivalent
- Job Schedule Full time
- Locations 22001 Michigan Avenue, Dearborn, MI, 48124, US (Remote)
- Preferred Degree Doctor of Philosophy
- Remote Yes
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