Nlp Full Stack Data Scientist-hthd - Chennai, India - Ford Motor Company

Ford Motor Company

Verified Company

Chennai, India

1 week ago

Posted by:

Deepika Kaur

beBee Recuiter

Responsibilities:

Explore SoTA models/techniques so that they can be applied for automotive industry usecases
Conduct ML experiments to train/infer models; if need be, build models that abide by memory & latency restrictions

Education:
Bachelor's or Master's Degree in Computer Science, Engineering, Maths or Science

NLP Skills:

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.,)
Have implemented in realworld BERT/or other transformer finetuned models (Seq classification, NER or QA) from data preparation, model creation and inference till deployment

ML/DL Skills:

Comfort level to code in Tensorflow and/or Pytorch, Scikitlearn, Numpy and Panda, use two/more of open source NLP modules like SpaCy, HuggingFace, TorchText,

Deployment Skills:

Use of Dockers (experience in experimental docker features, dockercompose, etc.,)
Kubernetes or any other containerization tool with experience in Helm, Argoworkflow, etc

Miscellaneous Skills:

Data Engineerin

g:

Skillsets to perform distributed computing (specifically parallelism and scalability in Data Processing, Modeling and Inferencing through Spark, Dask, RapidsAI or RapidscuDF)
Ability to build pythonbased APIs (e

g:
use of FastAPIs/ Flask/ Django for APIs)