Ford Motor Company

Data Scientist

Ford Motor Company

full-time

Posted on:

Origin:  • 🇮🇳 India

Visit company website
AI Apply
Apply

Job Level

JuniorMid-Level

Tech Stack

BigQueryGoogle Cloud PlatformNumpyPandasPythonPyTorchScikit-LearnSQLTensorflow

About the role

  • Understand business requirements and analyze datasets to determine suitable approaches to meet analytic business needs and support data-driven decision-making by FCSD business team
  • Design and implement data analysis and ML models, hypotheses, algorithms and experiments to support data-driven decision-making
  • Apply various analytics techniques like data mining, predictive modeling, prescriptive modeling, math, statistics, advanced analytics, machine learning models and algorithms, etc.; to analyze data and uncover meaningful patterns, relationships, and trends
  • Design efficient data loading, data augmentation and data analysis techniques to enhance the accuracy and robustness of data science and machine learning models, including scalable models suitable for automation
  • Research, study and stay updated in the domain of data science, machine learning, analytics tools and techniques etc.; and continuously identify avenues for enhancing analysis efficiency, accuracy and robustness

Requirements

  • Master's degree in computer science, Operational research, Statistics, Applied mathematics, or in any other engineering discipline.
  • Proficient in querying and analyzing large datasets using BigQuery on GCP. Strong Python skills for data wrangling and automation.
  • 2+ years of hands-on experience in Python programming for data analysis, machine learning, and with libraries such as NumPy, Pandas, Matplotlib, Scikit-learn, TensorFlow, PyTorch, NLTK, spaCy, and Gensim.
  • 2+ years of experience with both supervised and unsupervised machine learning techniques.
  • 2+ years of experience with data analysis and visualization using Python packages such as Pandas, NumPy, Matplotlib, Seaborn, or data visualization tools like Dash or QlikSense.
  • 1+ years' experience in SQL programming language and relational databases.