Python Developer for ML team

30 Октября

Партнерские Вакансии

Компания "Mayflower"

Experience: 3+ years
Work format: office, relocation to Cyprus, Limassol.

Mayflower is an international IT company and a true industry trendsetter.

We are a leading live-streaming service in the entertainment industry, dedicated to offering exciting and engaging experiences to our users. Our platform provides an immersive and interactive experience, connecting users with their favorite performers. We are shaping the future of top-notch products.

Over 300 employees work happily in our Limassol office, and over 100 employees work remotely. We support and reward initiatives and ideas from our team – people are one of our core values.

We are looking for a brilliant Python Developer (ML) to join our friendly team in the Limassol office. This is an excellent opportunity for a tech-savvy, team-focused, and results-driven professional.

Responsibilities

• Writing services and APIs that allow access to the ML models;
• Reducing the run-time of processing millions of data points in multiple ML services;
• Integrating ML services with multiple parts of our product infrastructure that is being supported by multiple teams;
• Communicating with the tech leads of other departments to ensure the best alignment on the implementation and release;
• Implementing the resilience logic for the services (metrics, alerts, retries, fallbacks, throttling, health checks, auto-recovery);
• Supporting and improving internal tools for the engineers and data annotators;
• Creating a system design for the new services.

Requirements

• Experience as an ML Engineer for 3+ years;
• Strong proficiency in Python and knowledge of common ML libraries (PyTorch, transformers, pandas, polars, catboost, etc.);
• Experience with TensorRT;
• Experience in developing and maintaining APIs and microservices;
• Solid understanding of system design and architecture principles;
• Knowledge of containerization and orchestration (Docker, k8s).
  
  Our technology stack:
• Languages: Python;
• Monitoring: Prometheus, VictoriaMetrics, Grafana, Grafana Loki, Sentry;
• DBs: MariaDB, Clickhouse, Redis;
• Streaming: Apache Kafka;
• Workflow management: Apache Airflow, Argo Workflow;
• Infrastructure: k8s, gitlab.
  
  Qualification that can be a plus:
• Experience with ML orchestration systems (Kubeflow, ClearML, BentoML, etc.);
• Experience with GPGPU (CUDA) or any other massive parallel programming;
• Experience with resilience engineering practices;
• Experience with Triton inference server.

Conditions

• Full relocation package (tickets to Limassol for you and your family, apartments for the first month at our expense);
• Employment contract under EU law, fully white salary, work visa for 3 years, company support in obtaining work visas for family members;
• The equipped office in the center of the city;
• 300 days of sunshine a year, Mediterranean coast, fruits, and a friendly atmosphere;
• A steep springboard for personal and professional growth;
• The individual development plan, courses from different platforms that you like;
• Any conference around the world (we will pay for participation and organize logistics once a year);
• Language courses, mindfulness webinars, corporate discounts on Coursera and other platforms, corporate incentive programs;
• Free catering in the office, and a free cafeteria with a health bar;
• Ability to work remotely up to 2 months a year;
• Medical insurance for the whole family, mobile package, support with the purchase of a car, and covering of school/kindergartens expenses;
• New MacBook / iMac and other equipment at your request;
• The possibility of self-realization, and the possibility to influence technical decisions making;
• Big friendly community, IT international teams, corporate events, team buildings, and hackathons.