3154 IT & Software Developer jobs in the UK
Requirements
Must:
- Deep understanding of statistical and machine learning foundations
- Excellent analytical, quantitative, problem-solving and critical thinking skills
- Ability to understand from first-principles the entire lifecycle: training, validation, inference, etc.
- Experience designing, developing and scaling machine learning models in production
- Ability to assess and translate a loosely defined business problem and advise on the best approaches to deliver quality Machine Learning solutions
- Strong technical leadership with the ability to see project initiatives through to completion
- Extensive industry experience training and shipping production machine learning models
- Proficiency with Python, R, Pandas, and ML frameworks such as scikit-learn, PyTorch, TensorFlow, etc.
- MS in Computer Science, Electrical Engineering, Statistics, Physics, or similar quantitative field
- Strong theoretical and mathematical foundations in linear algebra, probability theory, multivariate optimization
- Strong intuition into different modeling techniques and their suitability to different problems
- Experience communicating projects to both technical and non-technical audiences
- (Preferred) PhD in Computer Science, Electrical Engineering, Statistics, Physics, or similar quantitative fields
- (Preferred) Experience with NLP and applying ML in the Accounting/Finance domain
- (Preferred) Experience wrangling data, writing SQL queries, and basic scripting
- (Preferred) Deep experience with logistic regression, gradient descent, regularization, cross-validation, overfitting, bias, variance, eigenvectors, sampling, latency, computational complexity, sparse matrices
Responsibilities
- Crafting machine learning solutions to guide the company’s Data Science and Machine Learning efforts
- Building, experimenting, training, tuning, and shipping machine learning models in classification, clustering, time-series modeling, and forecasting
- Defining and developing metrics and KPIs to identify and track success
- Working with product managers and engineers to translate product/business problems into tractable machine learning problems
- Collaborating with architects and engineers to deliver ML solutions and ship code to production
- Taking an active role within the team to contribute to its objectives and key results (OKRs) and to the wider AI strategy
- Adopting a pragmatic and innovative approach in a lean, agile environment
- Presenting findings, results, and performance metrics to stakeholders
Description
At Sage Artificial Intelligence Labs (SAIL), we are a nimble team within Sage dedicated to shaping the future of cloud business management through artificial intelligence. Our aim is to enhance user productivity and assist businesses with data-powered insights. In this hybrid role, you will work three days a week in our Newcastle office, as part of a talented, inclusive, and diverse environment that values collaboration and innovation. We are deeply invested in our staff and encourage contributions to open-source software. Join us to push first-class solutions in the rapidly growing FinTech industry.
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You can find Data Engineer salaries in the UK here.
How many Data Engineer jobs are in the UK?
Currently, there are 3154 Data openings. Check also: Spark jobs, Snowflake jobs, Kafka jobs, Hadoop jobs - all with salary brackets.
Is the UK a good place for Data Engineers?
The UK is one of the best countries to work as a Data Engineer. It has a vibrant startup community, growing tech hubs and, most important: lots of interesting jobs for people who work in tech.
Which companies are hiring for Data Engineer jobs in the UK?
Bluefruit Software Limited, Mas & Pas Limited, Floor Giants, Accenture, Department for Work and Pensions (DWP), Future Talent Learning, Interface among others, are currently hiring for Data roles in the UK.
The company with most openings is Experis as they are hiring for 92 different Data Engineer jobs in the UK. They are probably quite committed to find good Data Engineers.
The company with most openings is Experis as they are hiring for 92 different Data Engineer jobs in the UK. They are probably quite committed to find good Data Engineers.