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Data Scientist

2 months ago

Birmingham, Birmingham, United Kingdom Sidetrade Full time
About Sidetrade

Sidetrade is a fast-growing international software company that is transforming the Order-to-Cash process for global enterprises. Its AI-powered SaaS platform digitizes the financial customer journey, empowering CFOs to secure and accelerate cash flow generation. Recognized as a Leader in Gartner's Magic Quadrant for two consecutive years, Sidetrade fosters a culture of innovation, collaboration, and customer-centricity from its headquarters in Europe and North America.

Job Description

We are seeking a highly skilled Data Scientist to join our dynamic team. As a Data Scientist at Sidetrade, you will be responsible for designing, developing, and implementing machine learning models to solve complex business problems for large enterprises. You will collaborate with data scientists to explore, prepare, and engineer high-quality datasets for model training, develop and maintain robust AI pipelines for efficient model training, deployment, and monitoring, and analyze model performance and iterate on algorithms to achieve optimal results.

Responsibilities
  • Design and develop machine learning models to solve complex business problems
  • Collaborate with data scientists to prepare and engineer high-quality datasets
  • Develop and maintain AI pipelines for efficient model training, deployment, and monitoring
  • Analyze model performance and iterate on algorithms to achieve optimal results
Requirements
  • 3+ years of experience working as an ML Engineer or Data Scientist
  • Significant Python programming experience in relevant open source toolkits like scikit-learn, PyTorch, etc.
  • Experience developing software that utilizes Large Language Models
  • Experience creating and using advanced machine learning algorithms and statistics: regression, clustering, decision trees, neural networks, etc.
  • Experience in MLOps tools such as MetaFlow, Kubeflow, MLflow, Airflow, etc.
  • Experienced with RestAPI python frameworks such as Fast API/Flask
  • Experience with SQL and NoSQL databases such as MongoDB, Postgres, Neo4j, etc.
  • Good grasp of software development lifecycles
  • Demonstrated ability to efficiently learn and solve problems in new domains
  • Strong analytical and problem-solving skills
Desirable Skills
  • Bachelor's or master's or PHD in Statistics, Mathematics, Computer Science or another quantitative field.
  • Understanding of the Retrieval Augmented Generation architecture and ideally deploying solutions leveraging RAG.
  • Experience with LLM fine tuning, and LLM agents
  • Experience profiling and optimising code for optimal CPU/GPU, memory and bandwidth usage.
  • Experience in Machine Learning and Neural Network architectures like Ensemble Models, SVM, CNN, RNN, Transformers, etc.
  • Speaking French would be an advantage, but not essential
Benefits
  • Immersive Bootcamp
  • Review your onboarding plan with your manager and develop an action plan to achieve your goals
  • Collaborate with the team and participate to the roadmap to optimize software performance
  • Expand your skill set, share your expertise and unlock your full potential
About Us

At Sidetrade, we cultivate a multicultural environment that fuels innovation. With over 22 nationalities represented, we strongly value diversity, gender equality, inclusivity, and fairness. As an equal opportunity employer, we reject all forms of discrimination and harassment. Your unique contributions are celebrated, driving collective success in our inclusive workplace.