Job Description
ABOUT THE ROLE
The role of the Data Scientist is to help discover and build algorithms for Wejo’s data products utilising data & analytics platforms in place for both stream and batch systems. You will be required to perform some basic engineering activities to across a wide range of datasets to prepare/curate the data.
Once the prepared data is in place, you will then utilise and apply the necessary industry/academic data models/algorithms to help understand and shape the data to underpin Wejo as a “data driven business”.
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Key Responsibilities*
- Provide the insights and discovery on a variety of dataset across the business
- Work with other members of the Data function to design, estimate and build big data products.
- Work with the product owners and business analysts in analysing business requirements to design and implement data structures and fine tune performance to meet those requirements.
- Review new external data sets and open data sources to understand potential usage.
- Work with Infrastructure and DevOps teams to release and maintain live products.
- Participate in establishing processes and best practices around development standards, version control, quality control, deployment, maintenance and change management.
- Ensuring a professional image of the company and themselves is presented at all times.
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ABOUT YOU*
- Data Science related qualification at degree level or higher
- Experience in the field of big data engineering.
- Strong experience with Hadoop and Spark using language of python or Scala
- Solid understanding of statistical and predictive modelling concepts, machine-learning approaches, clustering and classification techniques, and recommendation and optimization algorithms
- Knowledge of some / all of: regression, neural networks, decision trees (random forest, gradient boosted trees etc.), agglomerative clustering, k-means, gradient descent, logistic regression etc.
- Ability to analyse large, complex, multi-dimensional datasets using SQL, R and / or python
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You might also have:*
- Experience working with an Agile environment
- Experience with SQL query engines. E.g. Hive, Impala or Presto.
- Experience setting up build pipelines. E.g. Git, Jenkins and Nexus.
- Experience with cloud computing environments. E.g. AWS, Azure or Google Cloud Platform.
- Experience developing stream-processing systems. E.g. Kafka, Spark streaming, Storm or Flink.
- Experience with data modelling and data warehousing. E.g. Postgres, Redshift.
- Experience with other NoSQL technologies. E.g. Elasticsearch, Cassandra, Redis or Ignite.
- Experience Managing Data ingestion and processing operations
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*If you do not meet these criteria, we would still love to hear from you!
ABOUT WEJO
Wejo is a global leader in the connected car market and is shaping the future of mobility. The connected car space is one of the fastest growing sectors in the IoT industry. Car manufacturers are looking to extend traditional infotainment systems, insurers are seeking a better understanding of risk, users are demanding more feedback and firms are generating increasing amounts of data and require support in understanding its applications and value. We specialise in creating new services and products to help clients make the most of their data and realise its value.
We bring together the brightest minds and industry experts with award-winning platform technology and advanced privacy and security to revolutionise the way we live, work and travel using connected car data, insights and analytics.
Job Type: Full-time