Machine Learning Developer/Engineer
Brak informacji o wynagrodzeniu
MidFull-time
#265582·Dodano 4.02.2025·81
Źródło: LinkGroupTech Stack / Keywords
Machine LearningAIPythonTensorFlowPyTorchSparkAWSGCP
Firma i stanowisko
Link Group specializes in building tech teams for Fortune 500 companies and startups. The role involves working on AI-driven projects in the finance/stock exchange industry, focusing on predictive analytics, fraud detection, and automated trading strategies.
Wymagania
- At least 3+ years of experience in machine learning development.
- Proficiency in Python or R, with experience in ML libraries such as TensorFlow, PyTorch, or Scikit-learn.
- Strong understanding of machine learning algorithms, deep learning, and statistical modeling.
- Experience with big data tools such as Spark or Hadoop.
- Hands-on experience with SQL/NoSQL databases and data processing pipelines.
- Knowledge of MLOps, including model deployment, versioning, and monitoring.
- Experience working with cloud platforms (AWS, GCP, or Azure).
- Good command of English.
Nice to have:
- Experience with computer vision or NLP.
- Familiarity with reinforcement learning techniques.
- Background in real-time data processing and streaming frameworks like Kafka.
- Knowledge of DevOps practices, containerization (Docker, Kubernetes), and CI/CD for ML.
- A degree in Computer Science, Data Science, or a related field.
Obowiązki
- Develop, train, and optimize machine learning models for real-world applications.
- Work with large-scale structured and unstructured datasets to extract insights.
- Deploy and monitor ML models in production using MLOps best practices.
- Collaborate with data scientists, engineers, and stakeholders to define project requirements.
- Implement and optimize feature engineering and data preprocessing techniques.
- Stay up to date with the latest AI/ML trends and technologies.
Benefity
- Tailored opportunities to match professional interests and goals.
- Dynamic and collaborative work environment.
- Access to diverse projects for global clients.
- Competitive compensation aligned with expertise.
- Opportunities for professional growth and development in AI and ML.
linkgroup
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