Machine Learning Engineer
22 hours ago
Hunarstreet Technologies is a leading provider of AI solutions, and we're looking for a skilled Senior AI/ML Developer to join our team. As a key member of our team, you will be responsible for designing, developing, and deploying AI models that drive business growth and success.
Responsibilities:
- Design and develop AI models using machine learning and deep learning techniques
- Deploy AI models in production environments
- Train and evaluate AI models
- Analyze results and refine models
- Maintain and improve existing AI systems
Requirements:
To be successful in this role, you will need:
- A minimum of 3-5 years of experience working with Python
- A minimum of 3-5 years of experience working in machine learning/deep learning
- Strong knowledge of libraries like NumPy, pandas, matplotlib, scikit-learn, spacy, nltk, transformers
- Strong analytical and problem-solving skills
- Strong understanding and knowledge of machine learning algorithms, deep learning algorithms, language models
- Understanding of NLP techniques for text representation, semantic extraction techniques, data structures and modeling
- Ability to design, develop, and deploy AI models, focusing on LLM and RAG
- Ability to effectively design software architecture
- Must have worked on at least one deep learning framework like TensorFlow, Keras, PyTorch
- Good understanding of transformers architecture and various models
- Strong understanding and good hands-on with multithreading and concurrency in Python
- Basic understanding of deploying deep learning models into production
- Basic understanding of MLOps
- Good understanding of deep learning models ability to handle multiple requests concurrently
- Good hands-on with Open-source Language Models
- Must have worked with any of Python-based web frameworks like Django, Flask
- Must have knowledge of advanced SQL and NoSQL databases like PostgreSQL, MySQL, SQLite, MariaDB, MongoDB
- Must have knowledge and be able to develop solutions considering GDPR compliance
- Good to have Experience with big data technologies and cloud platforms (e.g., AWS, Azure, Google Cloud)
- Remain updated in the rapidly changing field of machine learning
- Strong analytical and problem-solving skills
- Should be aware about Software version control systems like Git, Bitbucket, etc.
- Problem-solving and logical reasoning attitude
- Team Spirit
Estimated Salary:
The estimated salary for this position is between $140,000 - $200,000 per annum, depending on experience.
Bonus and Benefits:
- Competitive bonus structure
- Opportunities for professional growth and development
- Collaborative and dynamic work environment
- Flexible working hours
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