Machine Learning Developer
7 days ago
About Us:
We are an innovative Westcrew Networks focused on delivering cutting-edge AI solutions. As we expand our team, we are looking for a talented Machine Learning Developer to join us. This is an exciting opportunity to work with advanced ML models and real-time systems in a dynamic and collaborative environment.
Job Description:
As an ML Developer, you will be responsible for designing, developing, and deploying machine learning models. You will work on NLP, LLM Models, and real-time systems. Your role will also involve creating efficient and scalable ML pipelines and optimizing models.
Key Responsibilities:
- Apply machine learning fundamentals to solve real-world problems
- Work on NLP
- Preprocess data and perform feature engineering
- Build real-time inference pipelines
- Implement and deploy models using FastAPI or Flask
- Optimize models for speed, performance, and scalability
- Collaborate with cross-functional teams to deliver end-to-end solutions
- Use Git and version control to maintain and manage codebases
- Leverage Docker and Linux systems for model deployment and orchestration
- Integrate APIs from platforms like OpenAI, HuggingFace, etc.
- Ensure models perform efficiently in production environments
Required Skills & Qualifications:
- Strong proficiency in Python programming
- Solid understanding of machine learning fundamentals
- Hands-on experience with PyTorch or TensorFlow
- Ability to train and fine-tune models
- Experience with FastAPI framework
- Knowledge of Sockets or streaming systems
- Experience with Docker and Linux environments
- Understanding of GPU usage and CUDA basics
- Experience integrating APIs (OpenAI, HuggingFace, etc.)
- Ability to optimize models for speed and performance
- Strong debugging and problem-solving skills
- Experience with Git and version control systems
Experience Requirements:
- 2–4 years of industry experience (Mid-Level ML Engineer)
- Experience with audio, NLP, or real-time systems is a strong advantage
Why Join Us?
- Work with a collaborative and passionate team
- Exciting projects and cutting-edge technology
- Opportunities for career growth and skill development
- Competitive salary and benefits
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