Data Scientist
hace 2 semanas
Mygwork is an inclusive employer and a member of the LGBTQ+ business community. We strive to create a dynamic work environment that values diversity and inclusion.
Job DescriptionJob Title: Data Scientist - Machine Learning Expert
Job Summary: We are seeking a highly skilled Data Scientist to join our Enterprise Data Group (EDG) as a Machine Learning Expert. The successful candidate will play a crucial role in designing, developing, and implementing Machine Learning models and Generative AI solutions.
Key Responsibilities:
- Design and develop Machine Learning solutions to solve complex business problems
- Maintain and optimize existing Machine Learning solutions and improve them with more efficient methods
- Monitor models' performance in production to ensure the highest quality level, report on development status, identify risk areas, and support the Data Science team
- Build state-of-the-art & cost-efficient solutions leveraging GenAI models for multiple use cases (summarisation, classification, chatbots)
- Perform statistical analysis on existing and new datasets to help SME stakeholders identify areas for improvement
- Communicate technical solutions to non-technical stakeholders successfully
- Research new methods and techniques in AI/ML to improve processes and methodologies
Requirements:
- Experience with common Machine Learning frameworks and methods and developing business-oriented data solutions (e.g., data mining, process optimisation, predictive modelling)
- Experience building GenAI solutions with LLMs and familiarity with both open source and Proprietary LLMs
- Proficiency in using Databricks for developing and managing machine learning workflows
- A background in a quantitative discipline (Computer Science, Maths, Statistics, Engineering), or a PhD with a focus on quantitative methodologies
- Strong coding skills: Python (it's a must), SQL, PySpark, and R are used in across multiple projects
- Hands-on experience with Machine Learning libraries such as Scikit-Learn, TensorFlow, Keras, PyTorch, or H2O
- Hands-on experience with LLMs to build RAG solutions using Hugging Face, LangChain and/or OpenAI's models
- Problem-solving skills, critical thinking, and a creative mindset
- Excellent written and verbal communication
- Good level of English
What We Offer:
- Passionate, inspired people – We promote a culture of people that do extraordinary work.
- Scale and opportunity – We offer the opportunity to create, influence and complete projects at a scale that is unparalleled in the industry.
- Challenging and stimulating work – Unique work and the opportunity to join a group of creative problem solvers.
Equal Opportunities Employer: Mygwork is an equal opportunity employer and considers applicants for all positions without regard to race, color, religion or belief, sex, age, national origin, citizenship status, marital status, military/veteran status, genetic information, sexual orientation, gender identity, physical or mental disability.
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