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Data Science Architect for AI/ML Solutions
2 months ago
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
