Machine Learning Engineering Lead
About the job
We seek an experienced Team Lead for our ML Engineering lead who will oversee a highly qualified team of ML engineers. You will focus on building solutions to problems that require the latest techniques and tools in the AI field and look after existing solutions at the carVertical data department. You will steer ML strategy at carVertical, manage the ML team roadmap and be responsible for the efficient delivery of ML-based solutions, which will increase transparency in the used car market.
Your daily focus:
- Lead and mentor a team of ML engineers, providing technical direction and career development.
- Manage the ML team roadmap and ensure efficient delivery of high-quality solutions.
- Oversee and also contribute to the implementation of production-ready ML models and solutions.
- Monitor and improve existing ML systems, including testing and monitoring frameworks.
- Evaluate emerging technologies and make decisions about the team's technical toolset.
Required skills:
- Proven experience in leading teams.
- At least 5 years experience in Machine Learning, Software Engineering, Data Science, or related areas.
- Proficiency in Python programming language.
- Excellent understanding of fundamental machine learning concepts and techniques.
- Experience in deploying models into production on AWS or similar cloud platforms and monitoring and maintaining them in the long term. Preferably on platforms with GPU accelerators.
Optional skills:
- Model development experience in the PyTorch ecosystem.
- Experience with boosted tree model frameworks like XGBoost and LightGBM.
- NLP or Computer Vision experience.
- Experience with AWS cloud platform products (such as ECS, Lambdas).
- Experience with infrastructure as a code (terraform).
- MLops using GitHub Actions, Airflow, AWS-based solutions and MLFlow.
We offer:
- Challenging ML problems at scale (we process > 6m images daily).
- A team of supportive professionals
- A dynamic work culture and the possibility to work partially remotely (we have spacious offices in Vilnius and Kaunas);
- Career development programmes - we fund various professional trainings and courses;
- Employee incentive and reward programmes;
- Team building events;
- Company values that you can really be proud of;
Salary:
From 7000 brutto
We are open to negotiation - the final offer will depend on your competencies.
- Department
- Data engineering
- Locations
- Vilnius, Kaunas
- Remote status
- Hybrid
About carVertical
This is us – carVertical. We’re here to perfect how the world buys, owns, and trades vehicles by using the power of automotive data.
Since 2018, we've grown into 30 markets (and counting). And here's the mic-drop: we've built the largest online database of used vehicle records, powered by data from 900+ international sources.
Machine Learning Engineering Lead
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