Senior Marketing Analyst
Manchester / £70000 - £80000 annum
INFO
£70000 - £80000
LOCATION
Manchester
Permanent
Senior Marketing Analyst
Remote - UK based
£70,000 to £80,000
This is an exciting opportunity to join a high-performing data and marketing function where your work directly shapes acquisition strategy and future growth. You will play a pivotal role in evolving how marketing effectiveness is measured and understood, influencing decisions across paid media and the wider marketing mix.
The Company
They are a fast-scaling, data-driven consumer organisation focused on sustainable, high-quality growth. Data sits at the core of their decision making, and they invest heavily in measurement, experimentation, and analytical capability. Joining their Marketing Analytics team means working closely with Growth, Product, Finance, and senior stakeholders to drive smarter, insight-led investment.
The Role
As Senior Marketing Analyst, you will:
* Partner with channel leads to shape learning agendas and translate insights into clear, actionable recommendations.
* Analyse paid media and full-funnel marketing performance, covering incrementality, efficiency, campaign impact, and diminishing returns.
* Bring together multiple measurement approaches, including experiments, cohort analysis, attribution signals, and Marketing Mixed Modelling (MMM), into coherent, decision-focused narratives.
* Act as the subject-matter expert on acquisition KPIs and measurement strategy, advising on trade-offs between scale, efficiency, and long-term value.
* Support day-to-day measurement needs for the growth and acquisition teams, ensuring insights are robust and scalable.
* Collaborate with cross-functional partners to ensure measurement aligns with business priorities and informs planning and investment decisions.
Your Skills and Experience
You will bring:
* Strong commercial experience in marketing, media, or growth analytics within a digital or consumer-focused environment.
* Deep understanding of paid media performance and acquisition levers across brand, organic, and lifecycle channels.
* Hands-on expertise with measurement methodologies such as lift studies, controlled experiments, Market MM, A/B testing, and cohort analysis.
* Ability to synthesise complex, multi-source data into clear insights that influence senior stakeholders.
* Confidence operating in ambiguity and applying sound judgement when data is incomplete.
* Strong communication skills, with the ability to build trust and influence without authority.
* Strong SQL skills and familiarity with analytical tools such as Python or R.
What They Offer
* Salary of £70,000 to £80,000
* Fully remote working within the UK
* The chance to shape marketing measurement strategy in a data-led environment
* Opportunities to partner closely with leadership and make a visible impact on growth
* A collaborative culture with strong cross-functional exposure
How to Apply
If this Senior Marketing Analyst role sounds like the right next step, apply today to be considered.
CONTACT
River Steytler
Senior Recruitment Consultant
SIMILAR
JOB RESULTS
Founding Research Scientist
London
£60000 - £75000
+ Data Science & AI
PermanentLondon
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Research Scientist Human Attention and Spatial AI
London – Remote – x2 a month visits
The Role
You will design and build models that predict, interpret, and simulate human attention and behaviour in visual and spatial contexts. Working closely with the founders, you will influence both the technical roadmap and future diversification into new application areas.
Key responsibilities include:
- Developing machine learning and computer vision models focused on human attention, perception, and intent
- Designing and running experiments independently across visual and spatial data
- Working with multimodal and temporal data such as gaze, motion, and interaction signals
- Contributing to new research directions and exploratory projects beyond the initial domain
- Publishing research in leading academic venues while working on applied problems
Your Skills and Experience
- PhD or near completed PhD, or equivalent research experience, in computer vision, machine learning, neuroscience, cognitive science, robotics, HCI, or a related field
- Strong publication record, ideally at venues such as CVPR or ICCV, or equivalent research output
- Hands on experience with Python and deep learning frameworks such as PyTorch or TensorFlow
- Ability to design, run, and analyse machine learning experiments end to end
- Clear interest in human behaviour, perception, attention, or cognitive modelling
- Comfortable working in a very small team with ambiguity and open ended research problems
Useful or Nice to Have
- Gaze modelling, eye tracking, visual saliency, or attention modelling
- Spatial AI, 2D or 3D vision, simulation, or digital twins
- EEG or other physiological signals combined with computer vision
- Multimodal or temporal modelling, egocentric video, or embodied AI
What They Offer
- Meaningful equity as an early and influential hire
- Flexibility on location across London, Bristol, or remote working
- Freedom to continue publishing and shaping your own research agenda
- The chance to work directly with founders and have real ownership over technical direction
How to Apply
If you are excited by human centred computer vision and want to take on a founding level research role in a small, ambitious team, apply to find out more.

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Insights Analyst
Manchester
£28000 - £30000
+ Advanced Analytics & Marketing Insights
PermanentManchester, Greater Manchester
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Graduate Insights Analyst
Manchester or hybrid working, £28,000 to £30,000
Hybrid – Manchester (2-3 days in the office per week)
This is an excellent opportunity for someone at the start of their analytics career to develop strong technical and commercial skills in a supportive, data-driven environment. You will gain hands-on experience working with modern data platforms, building robust analytics solutions, and translating data into insights that influence real business decisions.
The Company
They are a large, well-established organisation with a strong focus on using data and analytics to drive smarter decision-making. With a collaborative culture and a clear investment in technology, they provide an environment where early-career analysts can learn from experienced professionals while building a solid foundation in modern analytics. Flexible working is embedded into how they operate, supporting balance and long-term development.
The Role
You will join a growing insights and analytics team, contributing to the development of high-quality data products and reporting. Your work will directly support stakeholders across the business.
Key responsibilities include:
- Supporting the design and build of scalable data pipelines and data models using Python in a cloud-based environment
- Creating clear and impactful data visualisations using tools such as Power BI
- Writing clean, efficient code and following best practice around version control and technical standards
- Assisting with the delivery of reports and insights within agreed timelines
- Working with stakeholders to understand requirements, supported by senior team members
- Developing your understanding of business metrics and how data supports operational and strategic decisions
- Keeping up to date with new analytics and cloud technologies to continuously build your skill set.
Your Skills and Experience
- Practical experience using Python or another analytical programming language such as R or SQL
- An analytical mindset with the ability to interpret data and communicate insights clearly
- Exposure to data visualisation tools, ideally Power BI
- Strong organisational skills with the ability to manage multiple tasks and deadlines
- Confidence presenting findings to a range of audiences
- An interest in how businesses operate and how data can be used to drive improvement
What They Offer
- Salary £30,000 depending on experience
- Performance-related bonus
- Generous pension contributions
- Private medical cover and life assurance
- 25 days annual leave plus bank holidays, with the option to buy or sell additional days
- Wellbeing support and employee benefits
- Clear opportunities for learning, progression, and long-term career development in analytics
How to Apply
If you are looking to start your career as a Graduate Insights Analyst and want to build strong technical and commercial foundations, apply now to find out more.

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Pricing Analytics Manager
City of London
£60000 - £75000
+ Risk Analytics
PermanentCity of London, London
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Pricing Analytics Manager
Hybrid – 1x day per week (London, Leicester or Bexhill)
£60,000 – £75,000 + car allowance.
This is a high impact pricing analytics role sitting at the centre of portfolio performance and underwriting strategy. You will influence how risk is assessed, priced and managed across a large, complex insurance portfolio, with clear visibility and ownership over commercial outcomes.
The Company
They are a digitally led financial services business with a strong data and analytics capability at the core of decision making. With millions of customers and continued investment in pricing and analytics, they place real emphasis on curiosity, collaboration and constructive challenge. The culture is values driven, focused on delivering fair customer outcomes while achieving sustainable growth.
The Role
You will join a specialist pricing analytics team focused on portfolio oversight and risk performance. Acting as a key link between modelling, pricing and underwriting, you will turn complex performance data into clear, actionable insight.
- Analyse portfolio risk using loss ratios and performance KPIs across modelled segments
- Identify areas of over and under performance and translate findings into portfolio actions
- Provide data driven insight to pricing and modelling teams to inform rate and model changes
- Lead risk selection initiatives and cross functional projects that deliver commercial value
- Communicate insights clearly to senior and non technical stakeholders
- Support underwriting governance and ensure customer outcomes remain fair and appropriate
Your Skills and Experience
- Strong commercial experience in pricing, underwriting or portfolio analytics within insurance or financial services
- High level of confidence working with numerical and statistical data
- Experience using data manipulation or statistical tools, with appetite to develop advanced capability
- Proven ability to critically evaluate information and challenge assumptions
- Clear and confident communicator, comfortable influencing stakeholders
- Proactive mindset with a track record of driving change through insight
What They Offer
- Competitive salary plus £5k car allowance
- Annual performance related bonus
- Flexible hybrid working approach
- Private medical insurance and comprehensive wellbeing support
- Generous pension contributions and life assurance
- 27 days annual leave plus bank holidays, with buy and sell options
- Ongoing training, development and genuine career progression in pricing and analytics
How to Apply
Apply now to learn more about this opportunity and how you can shape portfolio performance through data driven insight.

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Director of Streaming Product & Growth
Leeds
£120000 - £160000
+ Advanced Analytics & Marketing Insights
PermanentLeeds, West Yorkshire
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Director of Streaming Product & Growth
Leeds – Hybrid (3 days a week in the office)
Up to £160,000 + performance bonus
This is an exceptional chance to shape the future of a major digital streaming platform at a critical stage of its development. You’ll take full ownership of a rapidly scaling subscription product-driving commercial performance, leading digital transformation, and influencing strategic direction across the organisation.
The Role
As Director of Streaming Product & Growth, you will serve as the commercial lead for the digital subscription offering. Your responsibilities will include:
- Defining the strategic vision and market position for the streaming subscription proposition.
- Leading the commercial roadmap across pricing, packaging, go‑to‑market strategy, and customer lifecycle.
- Steering revenue growth and enhancing P&L performance through clear strategy and effective commercial levers.
- Owning end‑to‑end growth initiatives across acquisition, retention, churn reduction, and lifetime value optimisation.
- Collaborating closely with Product, Marketing, Data, Finance, Audience Insight, and Editorial teams to drive digital‑first growth.
- Harnessing data, experimentation, and customer behaviour insights to inform strategic decisions.
- Influencing senior stakeholders and bringing multiple teams together behind unified growth objectives.
Your Skills & Experience
- Excellent stakeholder management skills, with the authority and presence to influence at leadership and executive level.
- Strong commercial acumen with experience shaping revenue‑generating strategies.
- Background in digital subscription, streaming, or direct‑to‑consumer business models.
- Expertise in churn reduction, forecasting, revenue modelling, and subscription dynamics.
- Broad digital growth capability across performance marketing, product, analytics, and customer journey optimisation.
What’s On Offer
- Salary up to £160,000 plus performance‑based bonus.
- Hybrid working model with an engaging office culture in Leeds.
- A high‑impact role in a flagship digital transformation programme.
- The chance to influence strategy at scale and shape the future of a leading UK streaming service.
How to Apply
If you would like to register your interest, apply below or send your CV

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Head of Research
£80000 - £100000
+ Advanced Analytics & Marketing Insights
PermanentNottinghamshire
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Head of Research (Qualitative)
Hybrid – Nottinghamshire (3x days per week)
£80,000 – £100,000
This is a senior leadership opportunity to shape and grow a qualitative insight function within a highly integrated creative and insight environment. With strong leadership backing and flagship global clients, this role offers genuine influence across insight, strategy and creative delivery.
The Company
They are a large, well-established brand communications and creative business with a significant in-house agency model. Insight, strategy and creative teams work closely together to deliver end-to-end solutions for major global brands. The business is investing in its qualitative capability as part of a broader push to raise its external profile and strengthen its strategic offer.
The Role
You will take ownership of the qualitative insight capability, with responsibility for leadership, quality and future growth.
You will:
- Lead, mentor and grow the qualitative insight team, including hiring and development
- Own and evolve the qualitative research offering across key clients
- Deliver high-quality qualitative research, remaining hands-on where needed
- Partner closely with senior account, strategy and creative stakeholders
- Play a key role on large, complex and global client accounts
- Introduce and scale innovative and hybrid qualitative methodologies
- Support new business conversations and capability positioning
- Operate effectively within a matrix structure across insight and creative teams
Your Skills and Experience
- Strong agency or consultancy experience delivering qualitative research
- Deep expertise across a range of qualitative methodologies
- Experience working with large or global brands in a client-facing capacity
- Proven capability to lead and grow a qualitative practice or team
- Strong commercial awareness and confidence influencing senior stakeholders
- Credibility to operate at senior leadership level from day one
What They Offer
- Salary of £80,000 to £100,000, with flexibility for the right candidate
- Hybrid working with three days per week onsite and flexibility around life commitments
- A senior leadership role with real influence across insight, strategy and creative
- The opportunity to shape and rebuild a qualitative function with long-term backing
- Exposure to high-profile global brands and integrated agency working
Apply
To register your interest, send your CV or apply below. Please note we cannot offer sponsorship for this position.

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Campaign Selection Analyst
£45000 - £50000
+ Advanced Analytics & Marketing Insights
PermanentWest Midlands
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Campaign Selection Analyst
£45,000 – £50,000 + bonus + strong pension
Hybrid – West Midlands (1x day per week)
This is an opportunity to join a growing customer analytics function at a pivotal time, where data plays a central role in shaping customer communications and commercial decision-making. You will work at the heart of campaign delivery, combining technical expertise with real business impact across multiple product areas.
The Company
They are a well-established UK financial services organisation with a strong customer-first culture and a reputation for high-quality service. Data and analytics are a strategic priority, with ongoing investment in modern platforms, tools, and ways of working. The environment is collaborative, stable, and focused on long-term value rather than short-term wins.
The Role
As a Customer Selections and Analytics Consultant, you will be responsible for delivering accurate and timely customer selections that support a wide range of campaigns. You will work closely with analytics and marketing stakeholders to turn campaign briefs into robust, data-driven outputs.
Key responsibilities include:
- Translating campaign briefs into clear, structured technical requirements
- Building, running, and optimising campaign selections using SQL
- Joining and manipulating data from multiple sources including CRM, transactional, and engagement data
- Using APIs to push selections into a CRM platform, supporting email and direct mail campaigns
- Partnering with analytics specialists on testing, measurement, and performance analysis
- Planning selections ahead of delivery schedules to support smooth campaign execution
- Contributing to wider data platform migrations and process improvements
Your Skills and Experience
- Strong SQL capability, with confidence building and optimising complex queries
- Experience in campaign selections, customer analytics, CRM data, or a related data role
- Ability to translate business requirements into practical data solutions
- Comfortable working with multiple data sources and large customer datasets
- Experience supporting marketing or customer communications campaigns
- Industry background is open, with transferable analytical experience valued
What They Offer
- Competitive salary and benefits package
- Hybrid working with flexibility built into the culture
- Exposure to large-scale data platform and CRM transformation projects
- Clear opportunities to develop technical capability and progress within analytics
- A supportive, collaborative team environment with strong knowledge sharing
How to Apply
Apply now to learn more about this Customer Selections and Analytics Consultant role and how it could fit into your next career move.

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Lead Customer Insights Analyst
Manchester
£70000 - £90000
+ Advanced Analytics & Marketing Insights
PermanentManchester, Greater Manchester
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Lead Customer Insights Analyst
£70,000 – £90,000 + bonus
Hybrid – Manchester (2 days per week)
This is a senior leadership role for someone who wants to shape how customer insight is embedded across an organisation. You will sit at the centre of strategy, analytics and transformation, building the frameworks, data foundations and ways of working that enable high impact, decision ready insight at scale.
The Company
They are a large, complex organisation with a strong focus on customer experience and data driven decision making. Customer insight sits at the heart of their transformation agenda, supporting senior leaders to act with confidence. The environment is collaborative, fast moving and focused on long term value creation through analytics and AI.
The Role
- Lead the strategic enablement of a central insights capability, focusing on scalable, self service analytics
- Design and maintain a holistic 360 degree customer view across internal and external data sources
- Build and embed frameworks, standards and reusable assets for analytics and insight generation
- Drive the development of data infrastructure, governance and quality to support trusted insight
- Champion innovation in advanced analytics, machine learning and AI, evaluating and adopting new approaches
- Translate complex analysis into clear, actionable recommendations for senior stakeholders
- Coach and mentor analytics professionals, raising analytical maturity across the organisation
- Lead and contribute to enterprise wide initiatives that link insight to measurable business outcomes
Your Skills and Experience
- Strong commercial experience in customer insight, analytics strategy and transformation
- Deep capability in data architecture, integration and connectivity across multiple data sources
- Advanced knowledge of machine learning, predictive modelling and modern analytics frameworks
- Proven ability to design integrated customer data assets that support decision making
- Excellent stakeholder management skills, with confidence influencing senior leaders
- Ability to synthesise complex data signals into clear, impactful insight
- Experience working in highly regulated or complex environments is beneficial
What They Offer
- Competitive salary and performance related bonus
- Opportunity to shape an enterprise level customer insight strategy
- Clear scope for career progression within a growing analytics leadership function
- Supportive culture with a strong focus on learning, innovation and impact
How to Apply
If you are looking to lead customer insight strategy and drive meaningful transformation through data, apply now.

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Customer Insight Analyst
£50000 - £55000
+ Advanced Analytics & Marketing Insights
PermanentLancashire
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Customer Insights Analyst
£50,000 – £55,000
Hybrid – Lancashire (3x days per week)
This is an opportunity to step into a high impact customer insight role where your analysis directly shapes marketing strategy, customer experience, and commercial performance. You will work with rich customer and patient data to influence how a large, service led organisation engages, retains, and grows its customer base.
The Company
They are a well established, customer focused organisation operating at scale within a regulated, service led environment. Data and insight sit at the heart of their decision making, with strong collaboration across marketing, operations, and product teams. The business values thoughtful analysis, ethical data use, and turning insight into meaningful action.
The Role
You will focus on unlocking actionable insight across the full customer lifecycle, supporting CRM performance, retention, and personalisation. Key responsibilities include:
- Analysing CRM, POS, digital, and survey data to identify behavioural trends and growth opportunities
- Supporting campaign targeting and optimisation through segmentation, cohort analysis, and predictive insight
- Developing dashboards that connect customer behaviour to commercial KPIs such as conversion, retention, and lifetime value
- Leading analysis of satisfaction and advocacy data using sentiment and key driver approaches
- Delivering clear, executive ready insights to non technical stakeholders
- Partnering with marketing, operations, and product teams to improve lifecycle communications and service delivery
- Ensuring GDPR and data governance standards are met in all analysis and reporting
Your Skills and Experience
- Strong commercial experience in customer insight, CRM analytics, or lifecycle analysis
- Confident using SQL and Python for data analysis
- Experience with BI and visualisation tools such as Power BI or Tableau
- Solid understanding of segmentation, retention, and campaign performance metrics
- Comfortable working with multi channel CRM data including email, SMS, and direct marketing
- Ability to translate complex data into clear, actionable recommendations
What They Offer
- Competitive salary and benefits package
- Hybrid working model
- Exposure to large scale, high value customer data
- Clear opportunity to influence strategy and see the impact of your work
- Supportive, collaborative culture with strong values around integrity and improvement
How to Apply
If you are excited by turning customer data into meaningful commercial insight, apply now to find out more.

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Pricing & Promotion Analyst
£45000 - £51000
+ Advanced Analytics & Marketing Insights
PermanentStaffordshire
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Pricing & Promotion Analyst
£45,000 – £51,000
Hybrid – Staffordshire (2 days per week)
This is a commercially focused analytics role where your work will directly influence how promotional and pricing decisions are made. You will operate at the centre of marketing, finance and analytics, owning performance insight across high impact campaigns.
The Company
They are a well established consumer facing organisation operating at scale within a fast moving, multi site environment. The business is highly data driven, with a strong focus on understanding customer behaviour and commercial performance. Analytics is embedded across the organisation, supporting both strategic and day to day decision making. Collaboration across marketing, finance and insight teams is a core part of how they work.
The Role
You will focus on the design, evaluation and optimisation of promotional and discount activity, ensuring campaigns deliver against both financial and customer KPIs. Key responsibilities include:
- Designing and building promotional and discount campaigns in partnership with marketing and commercial teams
- Supporting campaign modelling alongside investment and analytics stakeholders, measuring performance against agreed KPIs
- Monitoring campaign performance and producing clear, actionable reporting
- Enhancing existing approaches to promotional analysis and performance measurement
- Working with large datasets using SQL within Databricks
- Delivering insight and dashboards through Power BI
- Engaging with cross functional stakeholders across marketing, insight and analytics teams
Your Skills and Experience
- Strong SQL capability, with experience working in Databricks or similar cloud data platforms
- Experience building reports and dashboards in Power BI
- Commercial experience analysing promotions, pricing or discount activity
- Confidence evaluating performance from both a financial and customer perspective
- Understanding of price elasticity and promotional effectiveness
- Background in marketing analytics, revenue growth management or financial analysis
- Comfortable working with a range of stakeholders and influencing decision making through insight
What They Offer
- Competitive salary and benefits package
- High visibility role with clear commercial impact
- Opportunity to work closely with senior stakeholders across marketing and finance
- Strong scope for development within a mature analytics environment
How to Apply
Apply now to find out more about this opportunity and how it could support the next step in your analytics career.

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Business Analyst
London
£480 - £550
+ Data Management & Governance
ContractLondon
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BUSINESS ANALYST
£480 to £550 per day
OUTSIDE IR35
LONDON
HYBRID: 1 TO 2 DAYS A WEEK IN OFFICE
3 MONTH PROJECT
IMMEDIATE START
Company
A global strategy consulting firm working with business leaders and private equity firms to solve high-stakes challenges across M&A, marketing, sustainability, and performance improvement.
THE ROLE
The role is to define how investment activity should be classified, captured, and reported so it can be built into the new Finance Data Warehouse, replacing the current fragile Excel‑based process with clear, build‑ready requirements for the Finance Systems team. Document current reporting processes, KPI’s, data sources and gaps
- Define how investment reporting will scale into the new finance data warehouse
- Define a tactical classification and data capture approach that integrates into the FDW
- Act as a middle point between Finance stakeholders and the finance systems team
- Produce clear, unambiguous documentation for developers to build from
- Work with chaotic, inconsistent data environment and bring structure to it.
- Support senior internal stakeholders
SKILLS AND EXPERIENCE
The successful Business Analyst will have the following skills and experience:
- Strong Business Analyst background with requirements gathering documentation and stakeholder management
- Experience with Power Query and Alteryx (able to read and understand, coding is a plus)
- Background in financial services, consulting or similar professional services.
- Finance domain knowledge, comfortable discussing P&L, cash flow, KPIs, business plan assumptions, actuals tracking, and variance.
- Ability to work with both technical and non-technical stakeholders

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Clinical Data Scientist
San Francisco
$160000 - $190000
+ Data Science & AI
PermanentSan Francisco, California
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Clinical Data Scientist
San Francisco, California
Remote
$160,000 – $190,000 + Equity
About the Company
This innovative health tech startup is working to improve the oncology drug development process by providing better patient data to drug developers as well as better access to clinical trials for patients. This series B startup is expending to meet demand.
About the Role
As a Clinical Data Scientist, you’ll execute the last leg of the clinical data pipeline by transforming, cleaning, validating, and delivering high‑quality clinical datasets for pharma partners. Heavy collaboration with Clinical Ops, AI Engineering, and Data Delivery.
Role Responsibilities
- Transform raw, abstracted, and AI‑processed data into CDISC SDTM/ADaM datasets
- Program statistical outputs (tables, listings, figures) in SAS/R/Python
- Investigate data anomalies across multiple messy data inputs
- Define data dictionaries and standards before study kickoff
- Handle data in a HIPAA‑aligned manner
Key Requirements
- 2-5 years in clinical data science, stat programming, or clinical data management
- Pharma/Biotech experience
- SAS, R, Python, SQL
- Real‑world clinical data or oncology trials
- CDISC SDTM/ADaM

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AI Engineer
San Francisco
$200000 - $220000
+ Life Science Analytics
PermanentSan Francisco, California
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AI Engineer
San Francisco, California
Remote
$200,000 – $220,000 + Equity
About the Company
This innovative health tech startup is working to improve the oncology drug development process by providing better patient data to drug developers as well as better access to clinical trials for patients. This series B startup is expending to meet demand.
About the Role
As an AI Engineer, you will design and deliver applied AI systems (LLMs/CV/multimodal) that automate clinical variable abstraction and clinical note generation-with repeatable validation, robust documentation, and HITL feedback loops. Heavy emphasis on data engineering and backend rigor to make models usable and efficient.
Role Responsibilities
- Build models and pipelines across EMR/EHR, imaging, clinical reports
- Translate ambiguous clinical requirements into measurable ML objectives
- Define metrics, design experiments, estimate error; review peer work
- Deliver validated AI components for abstraction/note generation; meaningfully reduce manual QA workload via HITL; standardize documentation/testing; establish performant data manipulation patterns (e.g., PySpark, SQL/Postgres) that speed iteration.
Key Requirements
- Python
- Pytorch or Tensorflow
- Data engineering: PySpark, SQL, Postgres, query tuning, data modeling
- Cloud data platforms (e.g., Databricks, S3/Snowflake/Azure/GCP)
- Nice to have experience in oncology/biotech/health tech

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