Senior Associate- AI/ML Engineer
- Ignatiuz Software
- 2 - 5 years
- Indore
- 2 months ago
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Job Description
Job Description
Job Overview:
We are seeking an AI/Deep Learning Engineer to join our team and help us build cutting-edge machine learning models and algorithms that solve complex business problems. The ideal candidate will have a strong foundation in AI, deep learning, and machine learning algorithms with experience in building, training, and deploying deep learning models. This role will work closely with cross-functional teams to implement AI solutions in both production and research environments.
Key Responsibilities:
- Design and Build Models: Develop, implement, and optimize deep learning models using frameworks such as TensorFlow, PyTorch, and Keras.
- Data Processing and Management: Work with large datasets, clean, preprocess, and transform data for use in training deep learning models.
- Algorithm Development: Research and develop new algorithms for various applications including computer vision, natural language processing (NLP), reinforcement learning, and more.
- Model Training and Tuning: Train models using GPUs/TPUs, optimize them, and fine-tune them to improve performance.
- Deployment: Deploy models in production environments, ensuring that they meet performance and scalability requirements.
- Collaboration: Collaborate with data engineers, software engineers, and product teams to integrate AI solutions into products and services.
- Stay Updated: Continuously research and stay up-to-date with the latest trends and advancements in deep learning and AI.
Documentation: Create and maintain thorough documentation for models, data pipelines, and systems.
Requirements
Required Skills and Qualifications:
- Education: Bachelor's or Master's degree in Computer Science, AI, Data Science, or related field.
- Experience: Minimum of 3-5 years of professional experience in machine learning or deep learning roles.
- Technical Skills:
- Expertise in Deep Learning frameworks like TensorFlow, Keras, PyTorch.
- Strong understanding of neural networks, backpropagation, convolutional networks (CNNs), recurrent neural networks (RNNs), transformers, and GANs.
- Solid understanding of machine learning concepts and algorithms.
- Strong proficiency in Python, including libraries like NumPy, Pandas, SciPy, Scikit-learn, and Matplotlib.
- Experience with GPU/TPU programming for efficient training.
- Knowledge of cloud platforms such as AWS, Azure, or Google Cloud for model deployment.
- Familiarity with containerization (Docker) and CI/CD pipelines for model deployment.
- Experience in working with NLP, Computer Vision, or Reinforcement Learning projects is a plus
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Machine Learning EngineerEmployement Type: Full timeContact Details:
Company: Ignatiuz SoftwareLocation(s): Indore
Keyskills: Artificial Intelligence Machine Learning Deep Learning Python
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Ignatiuz Software
Ignatiuz is a modern software and services company offering state of the art technology solutions. The company is passionate about digital transformation and digital innovation. We are experts in modern digital transformation and robotic process automation
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