Artificial Intelligence/Machine Learning Engineer - Python

Job 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 (ref:hirist.tech)

Location: pune, IN

Posted Date: 11/25/2024