Hays
Junior Data Scientist - NLP/text mining

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Your new company
You'll be joining a global biopharmaceutical organisation supporting scientific information, intelligence, and data-driven decision-making across research and development as part of a highly experienced team with plenty of learning and training opportunities.
The company has a highly collaborative environment where data science, AI, and scientific expertise are combined to generate insights from biomedical information sources.
Your new role
You'll be part of the company's R&D department, working as an Early Career / Junior Information Scientist to support the development of computational approaches for analysing scientific content and external data sources. This will be used to optimise the company's drug discovery and development plans across multiple disease areas.
This is initially a 12-month contract that may extend and requires several days per week on site (likely 2-3 days per week home/remote working).
Key responsibilities include:
- Developing and supporting automated workflows for scientific data analysis
- Applying data science and analytical techniques to identify trends and generate insights from biomedical / pharmaceutical data
- Building and maintaining content analytics pipelines
- Using AI, NLP, and text-mining approaches to analyse biomedical literature and scientific datasets
- Supporting the extraction, organisation, and interpretation of scientific information
- Collaborating with cross-functional stakeholders across research and development
- Contributing to data governance and responsible AI initiatives
- Supporting scientific information and intelligence activities through data-driven approaches
Reasons to use Rodeo
I’m in my final year doing Economics and I don’t know whether to apply for grad schemes now or do a masters first. What do you think?
Honest answer — it depends on where you want to end up. A lot of top grad schemes (Big 4, civil service, banking) don’t need a masters. Let’s look at the ones you’d be competitive for now, and we can decide if a masters actually adds anything.
Also worth knowing: most autumn 2026 applications are open now. Timing matters more than you think.
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Grad scheme, placement, apprenticeship? Not sure what you want yet — that's fine. Your agent talks it through with you and turns "I have no idea" into a shortlist.
Graduate Consultant — 2026 Scheme
Why you're a good match
StrongYour economics background and your summer at a regional bank line up with what PwC looks for on the consulting scheme. Applications close in four weeks.
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Why you're a good match
You’ve got the grades and the economics background, and your bank internship is exactly the experience this scheme looks for. Apply soon — deadlines close within the month.
Experience fit
Your summer at the bank plus your econometrics coursework map directly to the day-one responsibilities on this scheme — client modelling, market briefings, and deal support.
Only hits
No noise. No "maybe this fits." Just roles with a clear explanation of why they're right — and where to focus when applying.
All candidates MUST hold the full right to work for the entire length of the contract (likely at least September 2027) as no sponsorship is available. Candidates without this cannot be considered.
What you'll need to succeed
A strong candidate will combine scientific understanding with an interest in coding, analytics, and emerging AI technologies and should also have:
- A BSc / MSc (or equivalent experience) in Life Sciences, Data Science, Bioinformatics, Computational Biology, Computer Science, or a related field
- Good programming skills (e.g. Python, R, or similar)
- Strong analytical and problem-solving abilities
- An interest in data science, content analytics, and scientific information management - ideally with demonstrable work experience in this field
- The ability to work effectively with both scientific and technical stakeholders
- Strong communication and organisational skills as regular interaction with a range of stakeholders is a core part of the job
- Experience with NLP, machine learning, scientific datasets, or biomedical literature is a significant advantage - preferably gained from working in a pharmaceutical, biotech diagnostics, CRO or consultancy company supporting drug discovery / development projects
- Familiarity with metadata, ontologies, knowledge graphs, or information retrieval concepts is beneficial
- Full right to work in the UK


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What you'll get in return
You'll get the chance to build your career within a fast-paced and highly innovative pharmaceutical company and make a real impact on some of their early drug discovery programmes.
You'll also have flexible working, supportive colleagues, and a good daily rate.
What you need to do now
If you're interested in this role, click 'apply now' to forward an up-to-date copy of your CV, or call us now.
If this job isn't quite right for you but you are looking for a new position, please contact us for a confidential discussion on your career.
Keywords: Information, Scientist, Data, Analytics, Science, Research, Pharmaceutical, AI, NLP, Text mining, Machine, learning, Python, R, Informatics, Literature, Biomedical, Insights, Metadata, Ontologies, Knowledge, graphs, Automation, Programming, Intelligence, Content, Mining, Bioinformatics, Computation, analysis, Governance, Innovation
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