ML Backend/Infrastructure programmer and developer for the applied AI research team

Key Skills

Aartificial intelligence, Algorithms, Docker, Infrastructure as code, Machine learning techniques, Teamwork, Writing

Job Description

We are engaged in research in the field of computer vision and natural language and sound processing - speech recognition, diarization, voice morphing, noise reduction.

We are looking for a Middle+ level specialist who will help us quickly bring services into production and help integrate them into the current infrastructure. And also solve problems related to ML infrastructure for optimizing pipelines.

You will:

• develop high-load ML services;
• help researchers implement their models into production;
• improve and optimize existing services;
• participate in the development and improvement of infrastructure for rolling out ML models.

We are interested because:

• tens of millions of users create large loads that require non-trivial solutions;
• the team has accumulated extensive experience in building loaded distributed services;
• you will create new technologies comparable in quality and scale to the developments of giant competitors;
• be able to come up with elegant solutions to complex problems;
• you will speak at meetups and conferences with reports and articles, talking about the top technologies that we have developed for ourselves - about transcribing millions of voice messages, machine translation of all recordings, audio matching of millions of audios and much more.

We expect you to:

• implement ML models in production;
• own Docker and are familiar with Kubernetes;
• understand algorithms and data structures;
• know the main problems that one has to face when developing distributed fault-tolerant systems and ways to solve them;
• understand the methods of interservice interaction and the operating principles of network protocols;
• ready to learn the basics of Go and KPHP, in which some of our systems are written.

We invite a specialist who can visit the office in St. Petersburg or work in a combined mode. We are waiting for your responses. Good luck!