Blueflamelabs·9 months ago
9 months ago
AI/ML Engineer
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About this role
We are seeking a talented and passionate AI/ML Engineer to join our dynamic team. The ideal candidate will be an experienced ML developer with expertise in predictive analytics and deep learning, proficient in Python, Databricks, ReactJS, and PyTorch. You will collaborate with cross-functional teams to design, develop, and deploy scalable AI solutions that align with Blueflame Labs’ vision and client needs.
Key Responsibilities:
• Design, develop, and implement machine learning (ML) models and algorithms with a focus on predictive analytics and deep learning to address complex business problems.
• Collaborate with data scientists, software engineers, and product managers to integrate AI/ML solutions into production systems.
• Preprocess and analyze large datasets using Databricks, Python, and related tools to extract meaningful insights and ensure data quality for model training.
• Develop front-end interfaces for AI-driven applications using ReactJS to deliver seamless user experiences.
• Optimize and fine-tune ML models using PyTorch for performance, scalability, and accuracy.
• Stay up-to-date with the latest advancements in ML, predictive analytics, and deep learning technologies and apply them to enhance our solutions.
• Conduct experiments to evaluate model performance and iterate on improvements.
• Contribute to the development of robust, scalable, and maintainable codebases.
• Document processes, models, and results to ensure transparency and reproducibility.
Qualifications:
• Bachelor’s or Master’s degree in Computer Science, Data Science, Mathematics, or a related field (Ph.D. is a plus).
• 3+ years of experience as an ML developer or in a related AI/ML engineering role.
• Must-have: Strong proficiency in Python for machine learning and data science.
• Must-have: Expertise in machine learning (ML) and PyTorch for building and training deep learning models.
• Must-have: Hands-on experience with Databricks for data processing, model development, and deployment.
• Must-have: Proficiency in ReactJS for developing front-end interfaces for AI/ML applications.
• Strong expertise in predictive analytics and deep learning techniques (e.g., CNNs, RNNs, Transformers) and their applications.
• Familiarity with data processing tools (e.g., Pandas, NumPy) and big data technologies (e.g., Hadoop, Spark).
• Knowledge of cloud platforms (e.g., AWS, Azure, GCP) for deploying AI/ML models is a plus.
• Understanding of software engineering principles, including version control (Git) and CI/CD pipelines.
• Strong problem-solving skills and the ability to work in a fast-paced, collaborative environment.
• Excellent communication skills to explain complex technical concepts to non-technical stakeholders.
Preferred Skills:
• Experience with natural language processing (NLP), computer vision, or reinforcement learning.
• Familiarity with MLOps practices and tools (e.g., Kubeflow, MLflow).
• Knowledge of containerization technologies (e.g., Docker, Kubernetes).
• Contributions to open-source ML or deep learning projects or publications in predictive analytics or related fields.
Company
Blueflamelabs
Pune, India
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