Senior Data Scientist
InfoSum
full-time
Posted on:
Location Type: Hybrid
Location: Basingstoke • 🇬🇧 United Kingdom
Visit company websiteJob Level
Senior
Tech Stack
PandasPythonSQL
About the role
- Carrying out research activities.
- Leading data mining and collection procedures.
- Ensuring data quality and integrity.
- Interpreting and analyzing data problems.
- Conceive, plan and prioritize data projects.
- Building analytic systems and predictive models.
- Additional responsibilities as and when required by the business.
Requirements
- Understanding of computer science fundamentals including; data structures, algorithms, data modeling and software architecture.
- Proven experience with Machine Learning algorithms, such as; Logistic Regression, Random Forest, XGBoost, Supervised and unsupervised ML algorithms - as well as innovative research areas such as Deep Learning algorithms.
- Knowledge of SQL and Python's ecosystem for data analysis, using; Jupyter, Pandas, Scikit Learn, Matplotlib.
- Analytical mindset, self starter and proactive
- Solid understanding of model evaluation and data pre-processing techniques, such as standardisation, normalisation, and handling missing data.
- Proven experience of productionisation of Machine Learning based products.
- Excellent communication skills, experience working in cross-functional teams and communicating technical results to stakeholders.
Benefits
- A competitive salary based on your experience and ability to perform in role
- 25 days annual leave (excluding bank holidays) + a day off for your birthday + 2 Volunteering days
- Private medical insurance
- Life assurance - 4x your base salary
- Fantastic corporate discounts and mental wellbeing support, including a top of line EAP.
- Salary sacrifice schemes
- Enhanced Maternity, Adoption & Share Parental Leave
- We have fantastic offices in Basingstoke and London complete with a fully stocked fridge / snacks and catered lunches 2 times a week.
- We also reward our teams with monthly socials,4pm finishes on a Friday & 3pm Fridays finishes during the summer months of June, July and August, 3 extra days off during the Christmas holidays and a culture built on recognition, collaboration and success.
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
data structuresalgorithmsdata modelingsoftware architectureMachine LearningLogistic RegressionRandom ForestXGBoostDeep Learningdata pre-processing
Soft skills
analytical mindsetself starterproactiveexcellent communication skills