
AI/ML Innovator
11 hours ago
We are seeking a skilled AI/ML engineer to join our team.
Job DescriptionThe successful candidate will be responsible for designing and implementing end-to-end machine learning solutions to process and analyze large-scale datasets efficiently.
Required Skills and Qualifications- Bachelor's, Master's, or PhD in a STEM field (Science, Technology, Engineering, or Mathematics).
- Minimum 3+ years of experience in machine learning and large-scale data processing.
- Expertise in Python, SQL, and data processing frameworks such as Pandas, NumPy, PySpark, and Dask is required.
- Experience working with big data tools like Hadoop, Apache Spark, or similar technologies is essential.
- Proficiency in machine learning frameworks such as TensorFlow, PyTorch, or similar is expected.
- Hands-on experience in building and deploying large language models (LLMs) and generative AI systems is necessary.
- Strong skills in developing REST APIs and microservices architecture for scalable AI solutions are required.
- Familiarity with version control systems such as Git and implementing CI/CD pipelines for MLOps is important.
- Ability to use data visualization tools such as Tableau, Power BI, or similar platforms effectively.
- Proven experience in real-time and batch processing of large datasets is needed.
- Skilled in model optimization and monitoring in production environments.
- Experience in applying NLP and generative AI techniques for text analysis and automation is expected.
- Knowledgeable in feature engineering, feature selection, and time series forecasting.
- Proficiency in database management, including both SQL and NoSQL systems is required.
- Proven ability to process, analyze, and report on large-scale datasets.
- Strong mathematical and statistical foundation.
- Expertise in building data-driven reporting systems and tools.
- Hands-on experience with LLM optimization and generative AI pipelines.
- Knowledge of cloud platforms (AWS, Google Cloud, or Azure) for scalable data processing.
- Strong communication skills to collaborate with data teams and business stakeholders.
- Understanding of data security and compliance best practices.
- Experience with distributed computing and big data architectures.
- Familiarity with LangChain, LlamaIndex, Hugging Face, and similar LLM-focused tools.
- Knowledge of A/B testing and experimental design for data-driven insights.
- Proficiency in containerization and orchestration (Docker, Kubernetes).
- Published research or contributions to AI/ML open-source projects.
- Experience with advanced model optimization and hardware acceleration.
The ideal candidate will have the opportunity to work on cutting-edge AI/ML projects and contribute to the development of innovative solutions.
OthersThe selected candidate will be part of a dynamic team that fosters collaboration and knowledge-sharing.
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