Machine Learning Engineer

1 month ago

Bangalore, India Spigot Software Pvt Ltd Full time

Job Description :


- Strong proficiency in Python SDK with a focus on ML (Scikit-learn) and OOP, including - Profiling - Parallel execution

- Concurrent execution

- Familiarity with frameworks such as TensorFlow and PyTorch

- Hyperparameter optimization (HPO)

- Knowledge in model development (regression, optimization, forecasting)

- Experience with Azure cloud services

- Must have experience with Azure Databricks (ADB)

- Proficient in using GitHub for source code management (SCM)

- Familiarity with GitHub Actions for CI/CD is a plus

- Proven experience in source code packaging

- Experience in Large Language Models (LLM), Prompt Engineering, LangChain/LammaIndex, and OpenAI APIs/Azure OpenAI.

Job Description:

- We are seeking a skilled Machine Learning (ML) Engineer with 4-5 years of experience in Python programming and a strong focus on ML frameworks such as Scikit-learn, TensorFlow, and PyTorch.

- The ideal candidate should be proficient in Object-Oriented Programming (OOP) and possess expertise in various aspects of ML model development, including hyperparameter optimization (HPO), regression, optimization, and Develop and implement ML models using Python SDK with a focus on Scikit-learn, TensorFlow, and PyTorch.

- Utilize OOP principles for efficient and scalable code development.

- Conduct profiling and optimization of ML algorithms for improved performance.

- Implement parallel and concurrent execution techniques to enhance computational efficiency.

- Perform hyperparameter optimization (HPO) to fine-tune ML models for optimal performance.

- Collaborate with data scientists and domain experts to understand business requirements and translate them into ML solutions.

- Deploy ML models on Azure cloud services, leveraging Azure Databricks (ADB) for scalable and efficient processing.

- Utilize GitHub for source code management (SCM) and collaborate effectively with team members.

- Implement Continuous Integration/Continuous Deployment (CI/CD) pipelines using GitHub Actions for automated testing and deployment (preferred).

Skills Required:

- Strong proficiency in Python programming language.

- Experience with ML frameworks such as Scikit-learn, TensorFlow, and PyTorch.

- Knowledge of Object-Oriented Programming (OOP) concepts.

- Proficiency in profiling and optimizing ML algorithms.

- Familiarity with hyperparameter optimization (HPO) techniques.

- Experience in model development for regression, optimization, and forecasting tasks.

- Hands-on experience with Azure cloud services.

- Must have experience with Azure Databricks (ADB) for ML model deployment.

- Proficient in using GitHub for source code management (SCM).

- Familiarity with GitHub Actions for CI/CD is a plus.

(ref:hirist.tech)

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