5 days ago
Dublin, Ireland
Mid Level / Senior
H1B Sponsor
Responsibilities
- Develop and implement ML models to improve user targeting and personalization for growth initiatives.
- Design and build scalable ML pipelines for data processing, model training, and deployment.
- Collaborate with cross-functional teams to identify potential ML solutions for growth opportunities.
- Conduct A/B tests to evaluate the performance of ML models and optimize their impact on key growth metrics.
- Analyze large datasets to extract insights and inform decision-making for user acquisition and retention strategies.
- Contribute to the development of ML infrastructure, ensuring it can support rapid experimentation and deployment.
- Stay up-to-date with the latest advancements in ML and recommend new techniques to enhance growth efforts.
- Participate in code reviews and collaborate with team members as needed.
Requirements
- 3+ years of experience applying ML to real-world problems, preferably in a growth or user acquisition context.
- Excellent communication skills and ability to work effectively in cross-functional teams.
- Strong problem-solving skills and ability to translate business requirements into technical solutions.
- Strong programming skills in Python and experience with PyTorch.
- Proficiency in data processing and analysis using tools like SQL, Spark, or Hadoop.
- Experience with recommendation systems, user modeling, or personalization algorithms.
- Familiarity with statistical analysis.
- Bachelor’s/Master’s degree in a relevant field or equivalent experience.
- Experience with Natural Language Processing (NLP) is a plus.
- Proficiency in data visualization techniques is a plus.
- Experience with cloud platforms (e.g., AWS) and containerization technologies (e.g., Docker, Kubernetes) is a plus.
- Contributions to open-source ML projects or research publications are a plus.
Tech Stack
Apache HadoopApache SparkAWSDockerKubernetesPythonPyTorchSQL
Categories
AI & MLData Science