Senior Machine Learning Engineer: ML Recall
New
C
ConstructorEcommerce AI
Remote - EMEAFull-TimeSenior
Salary$80k–$120k USD, depending on knowledge, skills, experience, and interview results
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Job Details
- Experience
- 3+ years
- Required Skills
- PythonSQLMachine LearningPyTorchNLPPySpark
Requirements
- 3+ years of professional experience in applied machine learning
- Excellent NLP knowledge (especially transformer-based approaches)
- Comprehensive knowledge of classical machine learning
- Extensive Python knowledge
- Experience with any DL framework (we’re using torch)
- Experience with any SQL dialect (we’re using SparkSQL, MySQL and a couple more dialects)
- You have delivered production ML systems
- Proficiency with big data stack for end-to-end ML product development (we’re using Pyspark for most of our pipelines)
- Ability to translate intuition into data-driven hypotheses that result in engineering solutions
Responsibilities
- Build and deploy robust ML systems for search (including text/image & multimodal approaches, etc)
- Tune LLMs to improve our system in different aspects, not limited to what we already have
- Improve business KPIs by using new techniques/models and validating hypotheses
- Collaborate with other technical teams to exchange experiences to improve the overall system
- Be responsible for what you and your team do
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