Data Scientist

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Date: 2 hours ago
City: Bengaluru, Karnataka
Contract type: Full time
Job Description Education and Work Experience Requirements:

  • 5 to 8 years of experience as Data Scientist or GenAI specialist·
  • 2 to 3 years of experience in Generative AI solution development·
  • Proven track record and experience with with GenAI technologieso
  • Open source LLMs like Llama, Gemma, Mixtral etc .Closed source LLMs such as Open AI GPT, Azure Open AI, Claude, Gemini etc
  • Understand business problems and translate them into AI/ML solutions.
  • Perform data collection, preprocessing, feature engineering, and exploratory data analysis.
  • Build statistical models to identify trends, correlations, and business insights.
  • Develop supervised and unsupervised machine learning models.
  • Design and optimize deep learning architectures for Computer Vision and NLP tasks.
  • Prompt Engineering/Tuning, RAG, RAFT, LLM finetuning such as PEFT(LoRA, QLoRA ..)
  • Understanding of SLMs such as Phi3, BERT and Transformer architectureo
  • Vector databases like Pincone, Qdrant etc.
  • Good knowledge of advanced statistical methods.
  • Experience working with Text Data using transformer-based model·
  • Expertise with the following scripting languages:o
  • Python, R, Tensorflow, Keras, Pytorcho OpenNLP, CoreNLP, WordNet, NLTK, SpaCy, Gensim, Large Language Models, Knowledge Graphs·
  • Good and experience of machine learning algorithms and ability to apply them in supervised and un-supervised NLP tasks.
  • Knowledge of NLP algorithms that can handle various NLP tasks such as intent recognition, entity extraction, language modeling, text classification, question answering, text summarization, topic modeling and so on.
  • Experience building and fine-tuning Language Models (LMs), such as BERT, ELMo, XLNet etc to solve bespoke NLP tasks.
  • Tech savy and willing to work with open-Source Tools·
  • Should have independently handled a project technically and provided directions to the other Team Members. Able to lead the project independently.
  • Experience in turning ideas into actionable designs. Able to persuade stakeholders and champion effective techniques through development.
  • Strong interpersonal and communication skills: ability to tell a clear, concise, actionable story with data, to folks across various levels of the company.
  • Good to have foundational knowledge on Cloud, API frameworks like Flask, Fast API, Swagger/Postman tools·
  • Prior experience working on Mobility or Healthcare domain will be a plus

Mandatory Skills:

  • Design, develop, test, and deploy Machine Learning models using state-of-the-art algorithms with a strong focus on language models.
  • Strong understanding of LLMs, and associated technologies like RAG, Agents, VectorDB and Guardrails·
  • Hand-on experience in GenAI frameworks like LlamaIndex, Langchain, Autogen, etc.
  • Experience in cloud services like Azure, GCP and AWS·
  • Interact with our research team and with key partners in the market to build end-to-end AI/ML/NLP solutions: Conversational AI, document understanding and QnA.
  • Mine and analyze data, applying statistical methods as necessary, pertaining to customers’ discovery, and viewing experiences to identify critical product insights.
  • Proactively develop new metrics and studies to quantify the value of different aspects of product.
  • Drive efforts to enable product and engineering leaders to share your knowledge and insights through clear and concise communication, education, and data visualization.
  • Translate analytic insights into concrete, actionable recommendations for business or product improvement.
  • Build and improve reusable tools & modelling pipelines and support

Qualifications

  • BE,BTech,MCA or PHD

Additional Information

  • 5-8 years

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