Opis zlecenia
We're seeking a freelancer Senior Machine Learning Engineer to join our Data Science team, working with diverse clients. This role covers tasks such as data pre-processing and CI/CD for ML pipelines. We're searching for dedicated individuals who are passionate about working with the latest AI technologies.
This position offers ample development opportunities in various ML tools. If you value a balance between independence and teamwork, let's collaborate
Tasks
- Implementation and execution of Machine Learning / Artificial Intelligence modules.
- Training models for clients.
- Designing and deploying robust data processing pipelines, both for structured and unstructured data.
- Identifying information gaps and searching for other data sets to fill them, including recognizing data quality issues and suggesting solutions, such as data cleaning and process improvements.
- Collaborating with experienced Data Scientists.
- Setting up environments for Machine Learning development.
- Contact with foreign clients.
- Ensuring code quality in production environments.
- Building CI/CD/CT machine learning pipelines.
- Writing clear and maintainable code to support the team's goals.
Requirements
- Proficiency in writing clean Python code.
- Git version control system proficiency.
- Experience working with clients.
- Capable of managing the entire machine learning lifecycle.
- Familiarity with ML Ops tools such as Azure ML Studio, Amazon SageMaker, Google Cloud
- Vertex AI, MLFlow, neptune.ai, and Databricks.
- Experience in building robust data processing pipelines.
- Basic understanding of data storage.
- Knowledge of machine learning algorithms, model building, optimization, and evaluation.
- Familiarity with drift.
- Previous involvement in machine learning projects.
- Experience deploying machine learning models in cloud environments (Azure, GCP, or AWS).
- Effective English communication skills (minimum B2 level in both speaking and writing).
Strong attention to detail, inquisitive mindset, and self-reliance.
