Machine Learning Engineer
2 weeks ago
Job Title: ML Developer
Experience: 4+ years
Preferred Location: Manyata Tech Park, Nagavara, Bangalore
Other Locations: Pune / Gurgaon
Job Details and Requirements:
We are seeking a talented Machine Learning Engineer with 4-7 years of experience to join our dynamic team. As a Machine Learning Engineer, you will play a crucial role in developing and implementing innovative machine learning solutions to drive our business forward.
Must-Have Skills:
• Strong experience in R or Python for building machine learning models.
• Proficiency in ML frameworks.
• Solid knowledge of data preprocessing techniques and feature engineering.
• Hands-on experience in model deployment.
• Experience with SQL and data querying for large datasets.
Role and Responsibilities:
• Develop and implement machine learning models using algorithms like regression, classification, and clustering.
• Design data pipelines for preprocessing, feature engineering, and model deployment.
• Build and optimize ML models using R (preferably) or Python, ensuring performance and scalability.
• Deploy, monitor, and scale models in production environments, with experience in Azure and Databricks as a plus.
• Collaborate with stakeholders to translate business needs into data-driven solutions.
• Perform model evaluation using A/B testing and other validation techniques.
Good-to-Have Skills:
• Experience with Databricks and Azure for cloud-based ML deployments.
• Familiarity with MLOps tools like MLflow for model management.
• Knowledge of deep learning architectures (CNNs, RNNs) and big data tools like Spark.
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