Data Scientists - NLP Job in Ford Motor
- Mifm Operations
- 2 to 6 Yrs
- Chennai
- 12 months ago
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Job Description
- Key Responsibilities for Candidates Understanding the Business problem and formulating the analytical problem Apply machine learning, data mining and text mining techniques to create scalable solutions for business problems Speech to text translation for Video/Audio NLP Analysis Generative AI application for Market Research data Solve problems using advanced AI techniques including GenAI methods by designing NLP/LLM/GenAI applications/products with robust coding practice Experience in LLM models like PaLM, GPT4, Mistral (open-source models) Train, tune, validate, and monitor predictive models Analyze and extract relevant information from large amounts of Fords historical business data, both in structured and unstructured formats Establish scalable, efficient, automated processes for large scale data analyses Develop and deploy Data Science models on cloud platforms like GCP, Azure, AWS. Work with large, complex data sets using tools such as SQL, Google Cloud Services, Hadoop, Alteryx, Python Preferred Qualifications 2+ years of experience in market research 2+ years of work experience in data mining, statistical analysis, Gen AI, modeling, deep learning, optimization or similar analytics 2+ years of work experience with Python, SQL, and/or visualization/dashboard tools (such as Tableau, PowerBI or Qliksense) Comfortable working in an environment where problems are not always well-defined Ability to effectively advocate technical solutions to peer, management and business audiences Well-organized, a self-starter, independent and ready to work with minimal supervision Work experience in automotive industry is a big plus. Design and conduct surveys, focus groups, and other market research methods. Required Qualifications 3-4 years of industry experience Bachelors or Masters in quantitative field, such as (but not limited to) Statistics, Computer Science, Economics, Mathematics, Data Science, Operations Research 3+ years of experience using SQL for acquiring and transforming data 3+ years of experience with real-world data, data cleaning, data collection or other data wrangling challenges Knowledge in fundamental text data processing (like use of regex, token/word analysis, spelling correction/noise reduction in text, segmenting noisy unfamiliar sentences/phrases at right places, deriving insights from clustering, etc.,) Excellent problem solving, communication, and data presentation skills Flexibility to work on multiple projects/domains/tools Collaborative skills to work with business teams. Comfort level to code in Tensorflow and/or Pytorch, Numpy and Pandas, Scikit-learn Comfort level to use two/more of open source NLP modules like SpaCy, HuggingFace, TorchText, fastai.text, farm-haystack, and others Proven quantitative modeling and statistical analysis skills Inquisitive, proactive, and interested in learning new tools and techniques,
Employement Category:
Employement Type: Full timeIndustry: IT Services & ConsultingRole Category: IT Operations / EDP / MISFunctional Area: Not SpecifiedRole/Responsibilies: Data Scientists - NLP Job in Ford MotorContact Details:
Company: Ford Motor CompanyLocation(s): Chennai
Keyskills: Machine Learning Data Mining Text Mining PaLM Predictive Modeling Data Analysis Data Science SQL Hadoop Alteryx Python Statistical Analysis Deep Learning Optimization Tableau Qliksense Market Research Survey Design Focus Groups Quantitative Analysis Numpy PowerBI Tensorflow Pytorch Pandas
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