Senior Data Scientist

4 weeks ago

Udaipur, India GKM IT Full time

Company Introduction -
GKM IT is an outsourcing company specializing in product development and technical consulting.
We are consultants covering all aspects of product development - design, backend, frontend, mobile, digital, DevOps, etc. Our global presence can be found in Silicon Valley, Europe, Australia and India. The major domains we specialize in are - Fintech, Edutech, HealthCare, and Hospitality.

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.
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

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