Senior Data Scientist
2 weeks ago
Please find the JD For Senior Data Scientist
Experience: 4-5 years
Location: Mumbai
JOB DESCRIPTION
Day to Day Operations Deliver high-quality AI models across a broad spectrum of numeric and text analytics
Understand the practical scope of the AI models within the products
Use modeling techniques which include data acquisition from diverse sources, data exploration, feature engineering, evaluating algorithms /architectures and deploying the models iteratively to improve the final solution.
Identify valuable data sources and automate collection processes
Undertake preprocessing of structured and unstructured data
Build and finetune models
Propose solutions and strategies to business challenges
Collaborate with Engineering and DevOps teams for deployment
Contribute to the teams research activities Ai/ML
Build & maintain pipelines
Develop and integrate algorithms/packages into the platform
Add new ML models to the SAAL platform marketplace
Develop customer-centric AI/GenAI solutions
Work closely with Product, Support, and Success teams to understand customer needs and contribute to the successful roll-out of the tools into trials and general availability
Utilizes state-of-the-art, best-in-class tools, techniques and methods to deliver technical presentations to peers, leadership team, sales executives, clients, prospects, etc.
Works collaboratively with various internal stakeholders to bring in synergies to the solution architecture, implementation plan, optimized delivery model and costing.
Job-Specific Skills:
Demonstrable experience in theory and applied areas of Machine Learning/ Deep Learning
Experience in developing pipelines for both structured and unstructured data
Working knowledge in applied NLP (Offline LLM utilization is a plus)
Practice with Deep Learning libraries e.g., Tensorflow, PyTorch
Seasoned programming skills in Python, Java, R
Good experience in RESTifying APIs and Dockerization
Extensive Practice in writing good code using suitable data structures
Broad experience working with Educational/ Finance data sets are encouraged
Self-motivation and the appetite to build novel solutions or algorithms Technology Stack
Machine Learning & Deep Learning o Python o Scikit-learn o TensorFlow o PyTorch
Natural Language Processing (NLP) o Hugging Face Transformers o spaCy o Gensim
Database & Data Handling o SQL
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