Lead Data Scientist

4 weeks ago

MumbaiPuneHyderabadBangalore, IN SPECTRUM AV TECHNO CONSULTANTS Full time

Key Responsibilities :

- Work on new initiatives for Machine Learning using conversational NLP techniques and introduce ML-based learning for recommendation and coaching assistant in our products

- Work with the engineering teams and ensure timely deliveries.

- Be part of a global Engineering team supporting Fortune 1000 customers worldwide.

- Ability to experiment and iterate rapidly and provide tangible improvements in the overall engagement

You've Got What It Takes If You Have :

- Master's or bachelor's degree in computer science or a related study or equivalent experience.

- 6+ years of hands-on experience architecting and designing highly scalable and resilient systems.

- Experience in designing & scaling applications based on Data Science, NLP, and conversational AI

- Understanding of ML algorithms - classical and deep learning and ML frameworks

- Good understanding of system availability, security, and performance management.

- Hand-s on work experience in: PyTorch and its ecosystem of libraries, Word and document embeddings, Transformers and Attention, RNN, LSTM, A background in BERT and its variants, transfer-learning practices,


- NLP Libraries: NLTK, Genism , Spacy, ML-pipelines - Apache Airflow/ Kubeflow/ RAY, OpenAI libraries and Models - LLMs, scikit-learn, Pandas, Numpy , plotting using matplotlib, seaborn, HuggingFace.

Beside the knowledge of framework or libraries, having experience in building the recommendation systems with following algorithms will be considered as a plus :

- Generative Models i.e. VAE & GAN

- Collaborative based filtering/ Context aware/Graph based recommender systems

- Factorization Machine, Deep recommender

Experience with any of the following is considered a plus :

- TensorFlow, Big-data and PySpark

- Data wrangling libraries: Beautiful Soup or Scrapy

- R libraries, Taking models to production

- Cloud Technologies: GCP/AWS

- ML Graph Models GNN and NetworkX

MUST HAVE SKILL : Mandatory NLP and Gen-AI hands-on experience

(ref:hirist.tech)

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