ML Ops + Python Engineer (Middle / Senior)

SaM Solutions invites ML Ops + Python engineer (Middle / Senior) to join a new Data Science project.

Tasks include the development and optimization of Machine Learning (ML) -services in the field of Natural language processing, Machine translation, Computer vision.

• Implementation and support of CI/CD pipelines covering ML services from data ingestion to training to inference services deployment.
• Optimizing, tuning and scaling of training data ingestion and production service inference for large amounts of data (up to billions of texts/images).
• Implementing parallel training on multiple machines. Data science part is covered by other colleagues in the team and is not expected on this position, ie model architecture and approach is fully defined by our colleagues.
• Includes also supplementary python development - inference API refinement, integrations (external APIs, MongoDB, Kafka), data ingestion and cleanup scripts.

Key requirements:

• Kubeflow, Kubernetes, NVidia Triton inference server, Python.
• English - Intermediate +;

Will be a plus:

• Аiohttp, Kafka, MongoDB, tensor2tensor, OpenNMT, Tensorflow Serving, Pachyderm, HuggingFace Transformers, PyTorch, Tesseract, EasyOCR, YOLO.

Why work for SaM Solutions:

• Well-established processes;
• Professional growth by means of trainings, seminars, activities within internal PMO;
• Possible business trips to customer's location;
• English and German classes;
• Social advantages (flexible schedule, medical insurance, etc.);
• Relocation is possible if necessary..