ML/DL Skills:

* High familiarity in the use of DL theory/practices in NLP applications

* Comfort level to code in ADK, A2A, AgentSkills, Ontology, Huggingface,
LangGraph, LangChain, Chainlit, Tensorflow and/or Pytorch, Scikit-learn,
Numpy and Pandas

* Comfort level to use two/more of open source NLP modules like SpaCy,
TorchText, fastai.text, farm-haystack, and others

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 real-world BERT/or other transformer fine-tuned models
(Seq classification, NER or QA) from data preparation, model creation and
inference till deployment

Python Project Management Skills

* Familiarity in the use of Docker tools, pipenv/conda/poetry env

* Comfort level in following Python project management best practices (use of
setup.py, logging, pytests, relative module imports,sphinx docs,etc.,)

* Familiarity in use of Github (clone,



fetch, pull/push,raising issues and PR,
etc.,)

Cloud Skills and Computing:

* Use of GCP services like BigQuery, Cloud function, Cloud run, Cloud Build,
VertexAI,

* Good working knowledge on other open source packages to benchmark and derive
summary

* Experience in using GPU/CPU of cloud and on-prem infrastructures

* Skillset to leverage cloud platform for Data Engineering, Big Data and ML
needs.

Deployment Skills:

* Use of Dockers (experience in experimental docker features, docker-compose,
etc.,)

* Familiarity with orchestration tools such as airflow, Kubeflow

* Experience in CI/CD, infrastructure as code tools like terraform etc.

* Kubernetes or any other containerization tool with experience in Helm,
Argoworkflow, etc.,

* Ability to develop APIs with compliance, ethical, secure and secure AI tools.

UI:

* Good UI skills to visualize and build better applications using Gradio, Da

📌 Data Scientist (Chennai)
🏢 Ford Motor
📍 Chennai