Senior Machine Learning Engineer (Remote)
23500-31900 PLN miesięcznie (B2B)
Speedapp sp. z o.o.
Czym będziesz się zajmować?
Your Responsibilities:- Develop, test, deploy, and maintain data, scalable low-latency machine learning products and pipelines supporting ML products
- Validate the model's performance on unseen data, ensuring that it generalizes well and does not overfit the training data. Conduct rigorous testing to identify and address potential issues, such as bias or fairness concerns
- Design and develop the next generation machine learning platform to support thousands of model training pipelines concurrently and thousands of billions of daily batch predictions
- Experiment with new ML platforms tailored to our environment and create quick prototypes / proof-of-concepts
- Streamline model deployment, unit testing, integration testing, and stress testing and ensure engineering quality
- Support automation of the ML pipeline using CI/CD principles, promoting consistency, reproducibility, and agility
- Work with Data Scientists to introduce new ML platform features, help streamline the model development process, and reduce the lead time for model production
- Closely work with different internal ML teams
- Depending of your skills and experience you will have a chance to technically lead people
Kogo poszukujemy?
Your skills and expertise:- Degree in Computer Science or related fields
- At least 5 years of proven industry experience
- Familiarity with CI/CD (e.g.: Github Actions, Airflow, etc.), ETL or big data tools (e.g., MapReduce, Spark, Flink, Kafka, Docker, Kubernetes, etc.)
- Familiarity with mainstream ML libraries
- Programming skills in Python, Go or other OOP languages
- Experience in SQL and databases including SQL query optimization
- Experience with unit test frameworks
- Familiarity with data structures, algorithms and software engineering principles
- At least 5 years of industry experience in designing and implementing machine learning systems
- Experience with Infrastructure as Code (Terraform), orchestration tools (Airflow, AWS Step/Lambda), building CI/CD pipelines and real-time monitoring/alerting framework such as Prometheus and Grafana
- Hands-on experience with machine learning related frameworks
- Extensive programming experience in Python, Go or other OOP languages
- Proficiency in SQL and databases and experience with SQL query optimization
- Extensive experience with Snowflake, Snowpark, and Redis/Aerospike
- Experience with the advertising industry, recommendation systems or real-time bidding (RTB) ecosystem
Czego wymagamy?
Znajomości:
Języki:
- Angielski
- Polski
Jakie warunki i benefity otrzymasz?
- 140-190 PLN godzinowo (B2B)
- B2B - Stałe godziny pracy (100%)
- Praca zdalna: Możliwa w całości
- Pakiet medyczny, Ubezpieczenie, Pakiet sportowy
Gdzie będziesz pracował?
Bracka 25, Warszawa lub zdalnie
Kim jesteśmy?
SpeedApp to innowacyjna, szybko rozwijająca się organizacja ekspertów w dziedzinie IT i rynku pracy. Specjalizujemy się w trzech obszarach: outsourcingu specjalistów IT, rekrutacjach IT oraz realizacji projektów IT. Wychodzimy ponad nasze standardy w poszukiwaniu lepszych rozwiązań. Działamy szybko i odważnie. Jesteśmy rzetelnym partnerem dla naszych kandydatów i klientów.