What are the responsibilities and job description for the ML Engineer/Data Scientist position at Advanced Tech Placement?
We are looking for a Machine Learning Engineer/Data Scientist with expertise in building and optimizing recommendation models to join our dynamic team. The ideal candidate will have hands-on experience designing, implementing, and scaling personalized recommendation systems that drive user engagement and business growth.
Responsibilities:
- Design and develop machine learning models for recommendation systems (e.g., collaborative filtering, deep learning, hybrid approaches).
- Optimize models for scalability, performance, and real-time predictions.
- Collaborate with data scientists, engineers, and product teams to integrate models into production pipelines.
- Analyze and improve recommendation quality using metrics like precision, recall, and user satisfaction.
- Experiment with cutting-edge techniques (e.g., reinforcement learning, graph neural networks) to enhance recommendations.
Requirements:
- 5 years of experience in machine learning, with a focus on recommendation systems.
- Proficiency in Python, TensorFlow, PyTorch, or similar ML frameworks.
- Strong understanding of algorithms like matrix factorization, neural networks, and ranking systems.
- Experience with DataBricks and AWS.
Required Skills:
- Excellent problem-solving skills.
- A passion for delivering impactful solutions.
Preferred Skills:
- Experience with reinforcement learning and graph neural networks.