- Participate in building, testing, and maintaining efficient data pipelines to support machine learning workflows. This includes data ingestion, preprocessing, transformation, and ensuring data quality and consistency across environments
- Contribute to the creation of intelligent agents capable of autonomous decision-making. Assist in integrating these agents into larger systems or applications, ensuring robust performance and scalability
- Work on extracurricular or research-oriented tasks involving the training, fine-tuning, and evaluation of machine learning models using standard frameworks. Analyze model performance and iterate based on insights and metrics
- Enhance team collaboration through active participation in Agile development processes and by understanding professional teamwork dynamics
- Confident knowledge of Python
- Experience with Pandas, SciPy, Matplotlib, Scikit-learn, PyTorch/TensorFlow
- Good grasp of ML algorithms: Decision Trees, Random Forests, KNN, Linear and Logistic Regression
- Basic understanding of neural networks
- Familiarity with supervised and unsupervised learning methods
- Understanding of classification, regression, and clustering processes
- Ability to assess model performance using evaluation metrics
- Solid fundamentals in statistics and linear algebra
- Fluent in English communication
At Vention, we assemble senior-level, dedicated teams of developers to help fast-growing startups and innovative enterprises drive impact and achieve their goals. We’ve delivered solutions across multiple domains, including FinTech, PropTech, AdTech, HealthTech, e-commerce, and more.
Our Data team works with clients to create data platforms from scratch or modify and update existing platforms. The tech stack depends on the project, but we mainly use Spark (along with Scala, Python, or Java) – as well as Apache Kafka, Apache Cassandra, Apache Hadoop, Apache Parquet, and AWS.
Internal knowledge transfer activities are conducted within the Data Engineering Family (which includes data practice & data competency) – it is a space for all of our specialists to share their experiences, learn new skills, host meetups, mentor others, and more.
- Enjoy personalized learning with intimate group sizes of 3-15 or opt for a one-on-one experience
- Our dynamic curriculum offers a mix of hands-on practice and essential theory, tailored for groups or adjusted to fit individual needs
- Give yourself at least three months to dive deep into the material in a group, or choose an individual internship length that aligns with international standards
- Discover the industry inside out. This internship provides insights into the IT world, giving you a leg up in your future career
- Receive guidance and support from an experienced mentor throughout your internship journey
- Beyond learning, there's a chance for employment. Successful interns might land a full-time job with us after the program
- Dive into real-world projects! Get hands-on experience with genuine IT challenges and see firsthand the solutions in action
Engineer your success!