Machine Learning Engineer
Primary stack
Job description
About the Position
At Covent IT, we are looking for a skilled and motivated Machine Learning Engineer to join our growing team. In this role, you will design, build, and deploy machine learning models that solve complex real-world challenges. You will work closely with cross-functional engineering teams and hiring managers to translate business needs into robust, scalable technical solutions.
If you are passionate about clean code, scalable architecture, and the actual business impact of your models, we would love to meet you!
Responsibilities
- Model Development: Design, train, evaluate, and deploy production-grade machine learning models (including NLP, Predictive Analytics, and computer vision where applicable).
- Data Pipelines: Build, scale, and maintain reliable data pipelines to support model training and inference.
- Production & MLOps: Optimize ML models for high performance, scalability, and low latency in production environments; establish CI/CD pipelines for ML.
- Collaboration: Partner with software engineers and product stakeholders to design system architectures and ensure seamless model integration.
- Testing & Analytics: Run A/B tests, monitor model performance in production, and continuously iterate based on real-world data.
Requirements
- Technical Expertise: Strong proficiency in Python and core ML libraries/frameworks (e.g., PyTorch, TensorFlow, Scikit-Learn, Pandas).
- Data Skills: Solid experience with SQL/NoSQL databases and processing large-scale datasets.
- MLOps & Cloud: Hands-on experience with MLOps tools and major cloud platforms (AWS, GCP, or Azure).
- Software Engineering Mindset: Commitment to writing clean, maintainable, and well-tested code.
- Communication: Upper-Intermediate to Advanced level of English (both written and spoken) for smooth collaboration.
We Offer
- A Supportive Culture: We highly value a collaborative atmosphere. We support each other, hold regular check-ins, and always keep a healthy sense of humor to navigate demanding weeks together.
- Impact & Growth: A role where your technical decisions directly shape the product, with plenty of space for professional growth and learning.
- Flexibility: Competitive compensation, flexible working hours, and a remote-friendly setup.
About the Company
Covent IT is a company that values innovation and collaboration. We are committed to creating impactful machine learning solutions and providing a supportive work environment for our team.
© Civenty. This job description was sourced from the employer's public career page. TheJob is not the employer — we index the posting and route candidates to the source. All content rights and hiring decisions belong to the employer.
Civenty is part of the Covent IT Group (2007), founded in 2015, which carries the spirit and atmosphere of a startup and serves to SMEs (small and medium-sized enterprises). We are a high-quality provider of IT business solutions for clients all over the world, bringing together 200+ professionals around Ukraine, namely Dnipro, Kiev and Vinnytsia. Specialists with profound experience in various domains such as: E-commerce / E-retail, Mobile, FinTech, Information Portals, Server administration, we help our clients to achieve their goals faster than before.Why would you choose Civenty? Civenty is a part of a larger organization, in line with the clarity of business and HR processes, however, at the same time with its excellent flexibility, almost zero bureaucracy, openness and accessibility to management. The main thing that we value above all is: our team and the atmosphere of trust, focus on results and thirst to be better than we were yesterday.Civenty является частью компаний Covent IT Group (2007), основанной в 2015 году, которая несёт в себе дух и атмосферу стартапа, сотрудничает с малыми и средними компаниями. Мы являемся высококачественным поставщиком ИТ-сервисов и бизнес-решений для клиентов по всему миру, объединяя 200 + специалистов в трёх локациях в Украине, а именно: Днепр, Киев и Винница. Специалистов с глубоким опытом и специализацией в различных областях, таких как: E-commerce / E-retail, Mobile, FinTech, Information Portals, Server administration, мы помогаем нашим клиентам достичь своих целей быстрее, чем раньше.Почему именно тебе выбрать Civenty? Civenty является частью более крупной организации, соответственно имеет четкие бизнес и HR процесы, однако при этом имея отличную гибкость, почти 0 бюрократии, открытость и доступность менеджмента. Главное, что мы ценим больше всего, это наша команда и атмосфера доверия, ориентир на результат и стремление быть лучше, чем мы были вчера.