Machine Learning Engineer
5 months ago
**About Us**:
Tezda, a visionary London-based startup, is on a quest to revolutionize the e-commerce landscape with our groundbreaking and immersive solutions. By harnessing the latest technologies, we aim to craft compelling user experiences that redefine immersive commerce. We are on the lookout for a highly skilled and experienced Machine Learning Engineer and Data Scientist to join our remote team. This role is pivotal in contributing to our mission and implementing innovative recommendation systems for short video content, akin to the personalization seen in platforms like TikTok and Instagram Reels.
**Responsibilities**:
**Machine Learning and Data Science**:
- Design, develop, and deploy sophisticated machine learning models to drive personalized recommendations for short video content.
- Analyze user behavior data to derive insights and inform model development.
- Implement and fine-tune AWS recommendation algorithms and AWS Personalize to enhance user engagement and content relevancy.
**Collaboration and Integration**:
- Collaborate with the engineering team to integrate machine learning models seamlessly into the existing backend infrastructure.
- Work alongside product teams to understand user needs and translate them into technical requirements.
**Performance and Scalability**:
- Optimize algorithms and systems for performance and scalability, ensuring fast and reliable recommendations even as the user base grows.
- Monitor, evaluate, and continuously improve the recommendation system based on user feedback and data analytics.
**Qualifications**:
**Required Skills and Experience**:
- Strong proficiency in machine learning, data science, and statistical analysis.
- Extensive experience with AWS cloud services, specifically with AWS recommendation algorithms and AWS Personalize.
- Proficient in programming languages relevant to data science and machine learning (e.g., Python, R).
- Demonstrated experience in developing and deploying scalable machine learning models in a production environment.
**Desirable Skills**:
- Knowledge of big data technologies and frameworks.
- Experience with data pipeline and workflow management tools.
- Familiarity with DevOps practices and infrastructure as code (e.g., AWS CloudFormation, Terraform) for deploying and managing machine learning models.
**Communication**:
- Excellent communication skills for effective collaboration within a remote team across different time zones.
**Please Note**:
- We are looking for passionate individuals who are eager to contribute to innovative solutions in immersive commerce and make a significant impact in the startup ecosystem.
**Salary & Benefits**:
- Monthly basic salary**:6,300,000 IDR** (equivalent to **$400 USD**).
- Potential stock options available after a probationary period, up to **$100 USD**.
- Performance bonus post-probationary period, ranging from **$50** to **$200 USD**.
**Salary**: Rp6,300,000 per month
**Experience**:
- Machine learning: 4 years (required)
- Recommendation Systems: 2 years (required)
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