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Machine Learning Architect

2 months ago

Indore, India Ultrabot Innovations Full time

Job Description :


Responsibilities :

- Define the overall architecture for machine learning solutions, including data ingestion, preprocessing, feature engineering, model training, deployment, and monitoring.

- Collaborate with data scientists, engineers, and business stakeholders to understand business requirements and translate them into technical solutions.

- Develop and implement scalable and efficient machine learning pipelines using cloud platforms (AWS, GCP, Azure).

- Research and evaluate new machine learning techniques and technologies to improve model performance and efficiency.

- Ensure the quality and reliability of machine learning models through rigorous testing and validation.

- Provide technical leadership and mentorship to the machine learning team.

- Stay up-to-date with the latest advancements in machine learning and artificial intelligence.

Qualifications :

- 8+ years of experience in machine learning, data science, or a related field.

- Strong proficiency in Python and machine learning frameworks (TensorFlow, PyTorch, Scikit- learn).

- Experience with cloud platforms (AWS, GCP, Azure) and their machine learning services.

- Deep understanding of machine learning algorithms and techniques (supervised, unsupervised, reinforcement learning).

- Experience with data engineering and pipeline development.

- Strong problem-solving and analytical skills.

- Excellent communication and collaboration skills.

- Ability to work independently and as part of a team.

Preferred Qualifications :

- Experience with big data technologies (Hadoop, Spark).

- Knowledge of deep learning frameworks (Keras, TensorFlow).

- Experience with MLOps practices and tools.

- PhD or Master's degree in computer science, statistics, or a related field

(ref:hirist.tech)