Job Description: Senior Scientist Machine Learning
My client is the region's leading big data analytics company powered by Artificial Intelligence.
The Opportunity:
Seeking a Senior Scientist Machine Learning to help design and implement a cutting-edge AI platform through Machine Learning and software development techniques.
Key Responsibilities:
As a Senior Scientist Machine Learning, you will focus on designing, implementing, and maintaining various Deep Learning and Reinforcement Learning codes.
Functional
- Use generative AI for most aspects of your work, from data preparation and code generation to ideas validation and publications summarization.
- Have an end-to-end hands-on ownership of ML features and various projects.
- Create POCs focused on Deep Learning as well as other traditional approaches within Data Science.
- Develop algorithms in key areas in Machine Learning.
Requirements:
- Bachelor's Degree in Artificial Intelligence, Business Analytics, Data Science, Computer Science, Mathematics, Engineering or related field.
- 5+ years experience with Software Engineering. Understanding of NoSQL, Message Queues, Kubernetes, Microservices. Big plus if there is experience with any.
- 5+ years experience in AI and ML algorithm development.
- Proven track of programming in Python. Preferably experience with any of Go/Java/C++/Scala.
- Experience with deep learning frameworks (PyTorch) for training and inference on the problems like (two domains at least):
- NLP (seq-to-seq, semantic search, topic classification, sentiment analysis, translation);
- Video (objects tracking, retrieval, anomaly detection);
- Audio (speaker recognition, speech to text, etc.);
- Recommendation Systems (retrieval, ranking, session-based recommendations, ad tech, etc.)
*** Only successful candidates will be contacted ***
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