Data Science Architect for AI/ML Solutions

2 weeks ago


Mumbai, Maharashtra, India Quantiphi Full time
Job Description

We are seeking a highly skilled Data Science Architect to lead the design and development of AI/ML solutions at Quantiphi. As a key member of our team, you will be responsible for driving technical innovation and delivering high-quality projects that meet our clients' needs.

Key Responsibilities:

  • Collaborate with cross-functional teams to identify business opportunities and develop strategic solutions
  • Leverage expertise in machine learning and data science to drive technical decision-making and solution implementation
  • Design and develop scalable and efficient AI/ML architectures and pipelines
  • Mentor and guide junior team members in their professional growth and development
  • Stay up-to-date with industry trends and emerging technologies to ensure Quantiphi remains at the forefront of innovation

Requirements:

  • 8+ years of experience in designing, developing, and deploying AI/ML applications
  • Strong analytical and quantitative skills with proven experience solving business problems across domains
  • Experience working in an Agile environment with a strong focus on collaboration and teamwork
  • Hands-on experience with Python/R programming and ML/Viz libraries/frameworks like Scikit-Learn, Pandas, Matplotlib, Seaborn, D3.js, Tensorflow, Pytorch, Keras
  • Experience with DL/CV techniques like CNNs, Faster RCNN, Mask RCNN, YOLO, SSD, Detectron2 for various use cases related to image such as Image Classification, Object Detection, Image Segmentation, etc.
  • Traditional NLP - Bag of words, tf-idf, Stemming, Lemmatization, Tokenization, POS tagging, Coreference Resolution, Dependency and Constituency Parsing, Named Entity Recognition
  • NLP: NLU vs NLG, Vector Space modeling and text representation techniques in NLP, Knowledge/experience using RNNs, LSTMS, Sequence modeling and Attention mechanism, Transformers, BERT, GPT and their SOTA variants, Sequence modeling, Attention modeling, BERT, Transformers
  • Forecasting modeling experience both on univariate and multivariate data using algorithms like Linear Regression, Neural Networks, Exponential Smoothing, Holt's Winters, ARIMA, SARIMA, LSTM

Nice to Have Skills:

  • Pre-sales experience
  • Hands-on experience with any visualization tool like Tableau, Power BI, Looker Studio
  • Build APIs using frameworks such as Flask, Django, FastAPI
  • Distributed training for deep learning using frameworks like PyTorch, TensorFlow
  • Cloud Certification - Machine Learning and/or Cloud Architect

What We Offer:

  • An estimated salary of ₹25-40 lakhs per annum based on location (Mumbai/Bangalore/Trivandrum) and experience
  • A dynamic and collaborative work environment with a talented team of professionals
  • Ongoing training and mentorship opportunities to help you grow your skills and career
  • The chance to work on exciting and challenging projects that make a real impact
  • A comprehensive benefits package including health insurance, retirement plan, and paid time off

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