Data Scientist
Posted 2 days 2 hours ago by Sneak Peek Tech
£100,000 - £125,000 Annual
Permanent
Full Time
Other
London, United Kingdom
Job Description
We are looking for a junior or medior data science engineer to complement our data science team working with many of our industrial customers from various sectors, including (petro-) chemical, paper and pulp, automotive, metallurgy, telecom and food-and beverage.
ResponsibilitiesYou will typically work together with a more senior member of the team on projects. Your day job typically consists of using and extending a broad set of data science and software skills.
- Help build and improve the algorithms in scalable manner for AI-based anomaly detection and predictive modelling
- Apply and sometimes (co-)invent and implement AI/ML algorithms for processing various types of data (timeseries, tabular etc)
- Development of computer models and doing predictive and prescriptive analytics for various applications
- Build Proof of Concepts in notebooks, but also Integrate these algorithms into the operational flow of the customer, train the users and give support
- Interface with various data sources over various connector pipelines (SQL, Elasticsearch, Kafka, REST APIs, )
- Tune algorithms and data pipelines for optimal performance
- Train, tune and deploy anomaly detection and predictive models on industrial or IoT data
- Knack/experience of consultancy services
- Previous hands on experience in Data Science, delivering machine learning models to production
- Bachelor's or Master's degree in Data Science, Statistics, Computer Science, Mathematics, or Engineering - or equivalent
- Proficiency in Python and relevant data science libraries (NumPy, pandas, scikit learn etc.)
- Experience with SQL, Power BI, Git & GitHub
- Strong knowledge of Machine Learning Algorithms and respective theory
- Ability to work within a team, collaborating effectively with colleagues
- Strong stakeholder management skills and the ability to influence
- A drive to learn new technologies and techniques
- Experience/aptitude towards research and openness to learn new technologies
- Experience with Azure, Spark (PySpark) Kubeflow - desirable
We pay competitive salaries based on experience of the candidates, along with this, you will be entitled to an award winning range of benefits including:
- Access to our company car scheme or car allowance
- Free confidential 24/7 GP service
- Hundreds of discounts (including retail, childcare + gym)
- Affordable loans & enhanced pension scheme