Machine Learning Architect
3 weeks ago
Company Overview
Catalyst IQ is a leading provider of AI and ML solutions, committed to driving innovation and excellence.
Job Description
We are seeking a highly skilled Machine Learning Architect to join our team. The ideal candidate will have a strong background in machine learning, deep learning, and statistics.
Key Responsibilities:
- Designing and developing large-scale ML systems that work at scale
- Executing clean experiments rigorously against pertinent performance guardrails and analysing performance metrics to infer actionable findings
- Developing and maintaining services with proactive monitoring and incorporating best industry practices for optimal service quality and risk mitigation
- Breaking down complex projects into actionable tasks that adhere to set management practices and ensure stakeholder visibility
- Leveraging a strong foundation in ML, statistics, and deep learning to adeptly implement research-backed techniques for model development
Requirements:
- 3-5 years of experience in building, deploying and maintaining ML solutions
- Extensive experience with Python, Sql, Tensorflow/Pytorch and atleast one distributed data framework (Spark/Ray/Dask)
- Working knowledge of Machine Learning, probability & statistics and Deep Learning Fundamentals
- Experience in designing end-to-end machine learning systems that work at scale
Salary: $150,000 - $200,000 per annum
Benefits:
- Comprehensive health insurance
- Retirement savings plan
- Flexible working hours
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