Data Scientist

Job title: Data Scientist

Company: Rightmove

Job description: We are looking for aData ScientistLocation: LondonReporting to: Senior Data ScientistThe roleAs a Data Scientist, you will be part of our newly formed cross-functional squads that consist of people from different job functions across Rightmove including Machine Learning Engineers, Data Scientists, Software Developers, Machine Learning Ops Engineers, and a Product Owner. The squads are collaborative, ambitious, and determined teams that work with a high degree of autonomy and velocity, and value innovation and impact. They sit within the Data and Analytics Team, which is part of the Product Development organisation and plays a pivotal role in delivering exciting solutions.Last year Rightmove launched a project called RAID (Rightmove AI Discovery) which was an opportunity to successfully explore, experiment and innovate with generative AI. The outputs from RAID, combined with the prioritised Hackathon ideas have contributed to our future product roadmaps. We are looking for a talented Data Scientist who can leverage advanced analytics, statistical modelling, and generative AI to help us solve diverse problems and improve Rightmove’s experience for the consumer and estate agents.In this role you will be responsible for transforming raw data into meaningful actionable insight. You will collaborate with teams to identify business opportunities, design, and implement machine learning models, and develop innovative solutions. As well, you will play a pivotal role in developing and implementing models that go beyond traditional machine learning techniques. Working closely with cross functional teams you will explore and apply generative AI techniques contributing to the creation of novel solutions and driving innovation. You will bring passion for exploring new technologies and have a strong foundation in statistical modelling.The Data & Analytics Team has continuously grown over the past 18 months, and we continue to invest in enriching our data and data science capabilities to deliver effective and impactive solutions in an industry that is exciting, interesting, relevant, and challenging.A typical week as a Data Scientist might involve;

• Collaborating with Machine Learning Engineers and Data Engineers to gather, clean and pre-process datasets for traditional machine learning and generative modelling
• Applying statistical methods to analyse and interpret complex datasets considering both traditional and generative AI models
• Design and implementing generative AI models for tasks such as image synthesis, text generation or recommendation systems
• Identifying and engineering features that enhance both traditional and generative performance
• Collaborating with domain experts to extract meaningful features for both machine learning and generative AI applications
• Search and development of new algorithms, methods and statistical models providing insight into both structured and unstructured data

• Machine learning model monitoring in production using MLOps practices
• Providing understandable and meaningful insights for business customers and stakeholders
• Designing and evaluating experiments, monitoring key product metrics, and understanding the root causes of changes in metrics
• Providing critical inputs to both short-term tactical actions and long-term technology choices and strategies
• Effectively communicate insights and recommendations across the organisation so that the audience has a clear understanding

We’re looking for someone who;

• Who has relevant and impactful experience of developing and deploying traditional machine learning models. Experience of large language models and generative AI frameworks would be welcomed.
• Can help support organisational capabilities around machine learning and generative AI
• Knows how to understand and tackle loosely defined problems and come up with impactful insights and recommendations
• Has demonstrable experience in leveraging analytics to generate business value
• Can communicate findings to technical and non-technical audiences
• Can provide data-driven insights to support decision making across departments
• Is curious and has a creative mind, coupled with first rate critical thinking skills
• Has the ability to initiate and drive projects to completion
• Has experience working within cross functional teams and collaborating across teams
• Has the ability to challenge and question ideas, openly and honestly, whilst providing solutions and options
• Keeps abreast of the latest advancements in data science, machine learning and generative AI
• Can evaluate and recommend new tools, technologies, and methodologies specific to generative AI
• Has experience with Google BigQuery or proficiency in SQL

We would love someone to have any of the following

• Batchelors, Masters or PhD in a quantative field. For example, Statistics, Computer Science, Data Science, Mathematics, or a related STEM subject degree
• 3+ years of experience as a data scientist with some exposure to generative AI techniques
• Professional experience in SQL and Python beyond scripting; knowledge of basic paradigms (e.g. Object-orientated programming), related tools (e.g. Git) and core libraries and deep learning frameworks (e.g. PyTorch, Tensorflow, Keras); cloud technologies, particularly GCP
• Strong knowledge of statistical analysis and machine learning. Experience of pre-trained generative AI models (e.g. OpenAI GPT models) and frameworks (e.g. generative adversarial networks and variational encoders) would be desirable
• Experience with data visualisation tools
• Excellent problem-solving skills and attention to detail
• Strong interpersonal skills and are comfortable working with multiple stakeholders

About RightmoveOur vision is to give everyone the belief they can make their move. We aim to make moving simpler, by giving everyone the best place to turn to and return to for access to the tools, expertise, trust and belief to make it happen.We’re home to the UK’s largest choice of properties, and are the go-to destination for millions of people planning their next move, reading the latest industry news, or just browsing what’s on the market.Despite this growth, we’ve remained a friendly, supportive place to work, with employee #1 still working here! We’ve done this by placing the Rightmove Hows at the heart of everything we do. These are the essential values that reflect our culture, and include:

• Be approachable and appreciate what others do
• Make complex things as simple as possible
• Build great teams, because Rightmove is people
• Drive improvement, we can always be better
• Share early, honestly and often

We believe in careers that open doors, and help our team develop by providing an open and inclusive work environment, offering ongoing training opportunities, and supporting charity fundraising events. And with 88% of Rightmovers saying we’re a great place to work, we’re clearly doing something right!If all this has caught your eye, you may well be a Rightmover in the making…What we offerPeople are the foundation of Rightmove – We’ll help you build a career on it.

• Cash plan for dental, optical and physio treatments
• Private Medical Insurance, Pension and Life Insurance, Employee Assistance Plan
• 27 days holiday plus two (paid) volunteering days a year to give back, and holiday buy schemes
• Hybrid working pattern with 2 days in office
• Contributory stakeholder pension
• Life assurance at 4x your basic salary to a spouse, family member or other nominated person in your life
• Competitive compensation package
• Paid leave for maternity, paternity, adoption & fertility
• Travel Loans, Bike to Work scheme, Rental Deposit Loan
• Charitable contributions through Payroll Giving and donation matching
• Access deals and discounts on things like travel, electronics, fashion, gym memberships, cinema discounts and more

As an Equal Opportunity Employer, Rightmove will never discriminate on the basis of age, disability, sex, race, religion or belief, gender reassignment, marriage/civil partnership, pregnancy/maternity, or sexual orientation.At Rightmove, we believe that a diverse and inclusive workforce leads to better innovation, productivity, and overall success. We are committed to creating a welcoming and inclusive environment for all employees, regardless of their background or identity, to develop and promote a diverse culture that reflects the communities we serve.Ultimately, we care much more about the person you are, and how you think and approach things, than a list of qualifications and buzzwords on a CV. Even if you can’t say ‘yes’ to all the above, but are smart, self-motivated and passionate about Customer Care, then get in touch.

Expected salary:

Location: London

Job date: Wed, 22 May 2024 01:18:02 GMT

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