to solve commercial problems, including, hypothesis testing, feature transformations, dimensionality reduction, correlation analysis, regression analysis (multiple linear and logistic), time series analysis andBayesian methods. skills - adept in Python and its core data/analytics libraries (including in relation to working with Amazon Dynamo DB), alongside SQL … deep work) and within a team - supportive, collaborative. keen interest in data analytics - bringing to the team, new approaches, best practice developments, and analytical methods from other walks of life. critical thinker and a problem solver. proactive, detail focused, person who is curious and seeks continuous improvement both in more »
Greater Cheshire West and Chester Area, United Kingdom
SRG
offers a unique opportunity to leverage AI/ML technologies to enhance cancer patient outcomes. This position requires a strong foundation in traditional statistical methodsand expert knowledge of ML methodologies to analyse complex LC-MS/MS-derived datasets. Collaborating closely with wet lab and bioinformatics teams, you … create a single test predictive of a patient’s response to various therapies. Are you experienced in Machine Learning (ML) and Deep-Learning (DL) methods, with over 5 years of expertise? This role involves applying various ML approaches to complex molecular and clinical data for biomarker discovery. Additionally, proficiency … supporting colleagues, especially in ML best-practices, is highly valued. We are looking ideally for individuals with expertise in Bayesian statistical methods, bioinformatics pipelines for proteomics data analysis, and experience in regulated environments. If you have a PhD or equivalent experience in these fields and are more »
partnership with the wider Bioinformatics and Platform Development teams, tackle the company’s scientific and therapeutic goals by developing and deploying statistical and computational methods, engaging AI/ML frameworks where appropriate. Be a key visionary and stake holder in their data science and ML strategy, setting and delivering … data mining and ML approaches and their application in this field. Mentoring or line management experience. A strong understanding of Statistics, Frequentist or Bayesian, including data simulation, bespoke tests and de novo hypothesis generation. Fluency in writing Python code. Experience working as a part of a multidisciplinary more »
technical lead for junior team members on specific work packages Knowledge of techniques such as regression analysis, design of experiments, time series modelling, Bayesianstatistics, extreme value analysis, Monte Carlo simulations and set up and analysis of computational experiments Knowledge of machine learning including deep learning techniquesmore »
with a minimum of a degree in a Data Science related topic. A Masters or PhD is desirable. Experience in techniques such as Bayesian inference, mixed effects modelling, machine learning or bioinformatics are essential, as is R&D using R, Python, Java and other relevant languages. We … academic and industry partners. Essential Skills and Experience: A degree in a relevant subject area, or commensurate experience. Experience in techniques such as Bayesian inference, mixed effects modelling, machine learning or bioinformatics. Data science research and development using R, Python, Java and/or other relevant languages. more »
to solve commercial problems, including, hypothesis testing, feature transformations, dimensionality reduction, correlation analysis, regression analysis (multiple linear and logistic), time series analysis andBayesian methods. skills - adept in Python and its core data/analytics libraries (including in relation to working with Amazon Dynamo DB), alongside SQL … deep work) and within a team - supportive, collaborative. keen interest in data analytics - bringing to the team, new approaches, best practice developments, and analytical methods from other walks of life. critical thinker and a problem solver. proactive, detail focused, person who is curious and seeks continuous improvement both in more »