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Sr . Data Scientist
Finmo
posted 1mon ago
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Key skills for the job
Job Description
We require a Data Scientist with 3+ years of experience.
Required Skills
- Proficient in Data Structures & Algorithms
- Advanced knowledge of Python and SQL
- In-depth understanding of Statistics & Probability concepts
- Expertise in Machine Learning and deep learning libraries such as Scikit-learn, Keras, Tensorflow, PyTorch, etc.
- Deep understanding of supervised and unsupervised ML algorithms like Logistic and Linear Regression, Gradient Descent, Decision Trees, SVM, Naive Bayes, Bagging & Boosting, K-Means Clustering, Hierarchical clustering, PCA, etc.
- Knowledge of deep learning concepts like Neural Networks, CNNs, RNNs, Backpropagation, Attention, Transformers, etc.
- Experience working with LLMs like LLAMA, GPT, etc.
- Experience with big data tools: Hadoop, Spark, Kafka, etc.
- Experience with AWS cloud services: EC2, EMR, Redshift, SageMaker.
- Experience with Flask, and MLflow for deploying and tracking ML models.
- Knowledge of building LLMs applications with frameworks like Langchain/Llama-index is plus.
Responsibilities
- Conducting extensive ML research and developing new ML use cases for products.
- Mentoring Junior data scientists and Interns to deliver data science projects.
- Conducting Exploratory Data Analysis (EDA) on various datasets to identify trends and patterns.
- Utilizing a wide range of Machine Learning and deep learning techniques to solve complex business problems.
- Creating, maintaining, and scaling data pipelines to process large amounts of data.
- Perform ad-hoc analyses of data stored in MySQL/Postgres databases and writes SQL scripts, stored procedures, functions, and views.
- Deploying machine learning models and data pipelines to the cloud using various tools such as SageMaker, Flask, EC2, etc.
Employment Type: Full Time, Permanent
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