Senior ML Engineer
We are seeking an experienced Senior Machine Learning Engineer who can apply strong AI expertise to prototype, develop, and deploy machine learning models. The Senior ML Engineer will collaborate with cross-functional teams to build AI products end-to-end: from ideation and design to deployment and integration into production systems. The role requires a broad skill set in machine learning engineering and a proven ability to lead projects independently.
- Design, develop, and deploy machine learning models and pipelines to solve complex business problems
- Apply expertise in machine learning, optimization, and software engineering to create scalable AI solutions
- Collaborate with technical and business stakeholders to ensure seamless integration of ML models into production systems
- Guide and mentor junior engineers, advocate for engineering best practices, and contribute to the recruitment of technical talent
- Build and optimize data pipelines, ETL processes, and model-serving frameworks
- Drive innovation through effective problem-solving and identification of opportunities to leverage machine learning
- Monitor, debug, and enhance model performance and reliability in production environments
- Bachelor’s degree in computer science, engineering, statistics, mathematics, or a related field (advanced degree preferred)
- 5+ years of hands-on experience building and deploying machine learning models in production
- Strong software engineering skills, including experience with Python, version control systems (e.g., Git), and ML frameworks (e.g., TensorFlow, PyTorch, or Scikit-learn)
- Proficiency in building and optimizing scalable ETL pipelines and working with job-scheduling systems
- Extensive experience with cloud platforms (e.g., AWS, GCP, Azure) and managing large-scale data processing
- Expertise in deploying ML models using modern tools (e.g., Docker, Kubernetes, CI/CD pipelines)
- Experience in causal inference and designing experiments is a plus
- Strong understanding of MLOps principles and tools to streamline model deployment and lifecycle management
- Excellent communication skills, with the ability to explain technical concepts to non-technical stakeholders
SoftConstruct is a technology developer founded by the Badalyan brothers in 2010, working across a range of IT sectors. The company originated several market-leading brands, including BetConstruct, FeedConstruct, SpringBME, Ucraft, Fasttoken and FastShift, which together make up the wider SoftConstruct group. Its best-known product, BetConstruct, supplies online gaming and sports betting software and services to operators worldwide. SoftConstruct employs over 5,000 people across more than 10 trademarks and numerous offices, and is headquartered in Yerevan, Armenia.