Senior Machine Learning Engineer
vor 4 Wochen
We are on a mission to make coaching accessible to everyone, everywhere. To achieve this, we need a talented team of experts who share our vision and are passionate about making a difference.
Job Title: Senior Machine Learning EngineerWe are seeking a highly skilled and experienced Senior Machine Learning Engineer to join our dynamic team. In this role, you will be responsible for designing, developing, and deploying advanced machine learning models and algorithms that drive our core data products and services.
Key Responsibilities:- Design and develop machine learning models and algorithms to solve complex business problems.
- Perform data exploration, cleaning, and preprocessing to prepare datasets for model training.
- Train and optimize machine learning models, ensuring high performance and scalability.
- Stay up-to-date with the latest developments in machine learning and AI, and apply innovative techniques to improve existing models and processes.
- Monitor and evaluate the performance of deployed models, making necessary adjustments and improvements.
- Collaborate with data analysts, data product managers, and other stakeholders to understand and address their data requirements.
- Bachelor's or Master's degree in Computer Science, Machine Learning, Data Science, or a related field.
- 4+ years of hands-on experience in machine learning and AI, with a proven track record of developing and deploying models in a production environment.
- Strong programming skills in Python.
- Strong knowledge of machine learning frameworks and libraries (e.g., TensorFlow, PyTorch).
- Experience with data manipulation and analysis using tools like Pandas, NumPy, and SQL.
- Experience with cloud platforms (AWS).
- Excellent communication and collaboration skills.
- Ability to work independently and as part of a team in a fast-paced environment.
- Experience in the use of AWS Lambda, EKS, ECS, EC2, SNS, SQS, S3, Event Bridge, Step Functions.
- Knowledge of Infrastructure as Code e.g. CDK, Terraform.
- Experience with Metaflow, Git, CI/CD.
- Familiarity with generative AI, LLM.
We are an equal opportunities employer and welcome applications from diverse candidates. If you are passionate about machine learning and AI, and want to be part of a dynamic team that is shaping the future of coaching, please apply today.
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