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AI / ML Engineer

AI / ML Engineer

NonStopPune
17 hours ago
Job description

Description :

We're seeking an AI / ML Engineer to join our team. As an AI / ML Engineer, you will be responsible for designing, developing, and implementing artificial intelligence (AI) and machine learning (ML) solutions to solve real world business problems.

You will work closely with cross-functional teams, including data scientists, software engineers, and product managers, to deploy and integrate Applied AI / ML solutions into the products that are being built at NonStop io.

Your role will involve researching cutting-edge algorithms, data processing techniques, and implementing scalable solutions to drive innovation and improve the overall user experience.

Responsibilities :

  • Applied AI / ML engineering; Building engineering solutions on top of the AI / ML tooling available in the industry today. Eg : Engineering APIs around OpenAI.
  • AI / ML Model Development : Design, develop, and implement machine learning models and algorithms that address specific business challenges, such as natural language processing, computer vision, recommendation systems, anomaly detection, etc.
  • Data Preprocessing and Feature Engineering : Cleanse, preprocess, and transform raw data into suitable formats for training and testing AI / ML models.
  • Perform feature engineering to extract relevant features from the data.
  • Model Training and Evaluation : Train and validate AI / ML models using diverse datasets to achieve optimal performance.
  • Employ appropriate evaluation metrics to assess model accuracy, precision, recall, and other relevant metrics.
  • Data Visualization : Create clear and insightful data visualizations to aid in understanding data patterns, model behavior, and performance metrics.
  • Deployment and Integration : Collaborate with software engineers and DevOps teams to deploy AI / ML models into production environments and integrate them into various applications and systems.
  • Data Security and Privacy : Ensure compliance with data privacy regulations and implement security measures to protect sensitive information used in AI / ML processes.
  • Continuous Learning : Stay updated with the latest advancements in AI / ML research, tools, and technologies, and apply them to improve existing models and develop novel solutions.
  • Documentation : Maintain detailed documentation of the AI / ML development process, including code, models, algorithms, and methodologies for easy understanding and future reference.

Requirements :

  • Bachelor's, Master's or PhD in Computer Science, Data Science, Machine Learning, or a related field.
  • Advanced degrees or certifications in AI / ML are a plus.
  • Proven experience as an AI / ML Engineer, Data Scientist, or related role, ideally with a strong portfolio of AI / ML projects.
  • Proficiency in programming languages commonly used for AI / ML. Preferably Python.
  • Familiarity with popular AI / ML libraries and frameworks, such as TensorFlow, PyTorch, scikit-learn, etc.
  • Familiarity with popular AI / ML Models such as GPT3, GPT4, Llama2, BERT etc.
  • Strong understanding of machine learning algorithms, statistics, and data structures.
  • Experience with data preprocessing, data wrangling, and feature engineering.
  • Knowledge of deep learning architectures, neural networks, and transfer learning.
  • Familiarity with cloud platforms and services (e., AWS, Azure, Google Cloud) for scalable AI / ML deployment.
  • Solid understanding of software engineering principles and best practices for writing maintainable and scalable code.
  • Excellent analytical and problem-solving skills, with the ability to think critically and propose innovative solutions.
  • Effective communication skills to collaborate with cross-functional teams and present complex technical concepts to non-technical stakeholders.
  • Skills :

  • Python, Django, Flask, Data Structures, Algorithms, Artificial Intelligence (AI), Machine Learning (ML), Amazon Web Services (AWS) and Neural networks.
  • (ref : hirist.tech)

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