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	<title><![CDATA[BOL: Related items]]></title>
	<link>https://bioinformaticsonline.com/related/10741?offset=50</link>
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  <guid isPermaLink='true'>https://bioinformaticsonline.com/opportunity/view/6012/project-junior-research-fellow-ccmb</guid>
  <pubDate>Fri, 01 Nov 2013 10:38:22 -0500</pubDate>
  <link></link>
  <title><![CDATA[Project Junior Research Fellow @ CCMB]]></title>
  <description><![CDATA[
<p>Temporary Project positions available purely on temporary basis - Oct/2013</p>

<p>1. Project Junior Research Fellow / Project Assistant</p>

<p>Last Date: 11th Nov 2013</p>

<p>Qualification B.Tech (Comp. Sci.), B.Tech/M.Tech (Bioinformatics), MCA,  M.Sc. (Mathematics/Statistics)</p>

<p>Desirable Qualifications: Programming in FORTRAN/ C /PERL, Web application technologies</p>

<p>Upper Age limit 28</p>

<p>Rs.12000 / Rs.16000 (as sanctioned by the funding agency)</p>

<p>General terms and conditions:</p>

<p>    Positions are purely temporary and co-terminus with the project.</p>

<p>    HRDG (CSIR) prevailing guidelines are applicable these positions.</p>

<p>    All categories of applicants are required to submit online application.</p>

<p>    Enhancement of stipend to Project JRF to Project SRF will be with the due recommendation of Principal Investigator and approval of the Director on the evaluation of the 3 member Standing Committee consisting of Chairperson at the level of Chief Scientist, Coordinator of the JRFs/RAs/PDFs and the Principal Investigator of the Project.</p>

<p>    The age relaxation as per HRDG (CSIR) norms: SC/ST/OBC/Women/Physically Handicapped persons – five years.</p>

<p>    The Stipend normally be fixed at Rs.22000/- for Research Associates/Post Doc. Fellows. However, a selected RA/PDF may be placed in the higher start of stipend if there is ample justification and such recommendation is made by the Selection Committee. Based on the recommendation with justification by the PI and approval of the Director, person getting stipend at lower rate may be elevated to higher rate subject to availability of the funds in the project.</p>

<p>    Recruitment will be based on initial screening based on qualifications and experience criteria and also based on suitability of the candidates to the nature of research project. This screening will be followed by written test followed / interview. After completing this process, candidates will be shortlisted and appointed in specific project subjects as and when appropriate positions become available. The pool of selected candidates will be valid for six months.</p>

<p>    Remunerations indicate are maximum admissible and will depend upon the availability of funds and subject to conditions applicable to projects from different funding agencies at the time of recruitment.</p>

<p>Apply : http://www.ccmb.res.in/positions/projects/temp_positions.php</p>

<p>Form download : http://www.ccmb.res.in/positions/projects/oct-2013/pdf_download.php</p>
]]></description>
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	<guid isPermaLink="true">https://bioinformaticsonline.com/blog/view/44852/what-is-data-science-%E2%80%94-a-bioinformatics-perspective</guid>
	<pubDate>Mon, 16 Jun 2025 01:44:34 -0500</pubDate>
	<link>https://bioinformaticsonline.com/blog/view/44852/what-is-data-science-%E2%80%94-a-bioinformatics-perspective</link>
	<title><![CDATA[What is Data Science? — A Bioinformatics Perspective]]></title>
	<description><![CDATA[<p>In today&rsquo;s era of big biology, we&rsquo;re generating more data than ever before&mdash;genomes, transcriptomes, proteomes, metabolomes, microbiomes&hellip; you name it. But raw biological data doesn&rsquo;t speak for itself. Making sense of it requires more than traditional biology. This is where data science steps in.</p><p><strong>So, What Is Data Science?</strong><br />At its core, data science is the interdisciplinary field that extracts knowledge and insights from data using programming, statistics, and domain expertise. In bioinformatics, data science enables us to turn gigabytes of sequence data into biological meaning.</p><p>Imagine trying to understand gene regulation in cancer by analyzing thousands of RNA-seq samples, or predicting antibiotic resistance from bacterial genomes&mdash;these challenges are not solvable through wet lab experiments alone. They require data-driven thinking.</p><p><strong>Data Science Meets Bioinformatics</strong><br />Bioinformatics is inherently a data science domain. From genomics to systems biology, every field in modern biology relies on data science techniques to:</p><p>Clean and process massive datasets</p><p>Discover patterns in high-dimensional data</p><p>Build predictive models (e.g., for disease classification)</p><p>Visualize complex biological networks and trends</p><p>Integrate diverse data types (e.g., transcriptomic + epigenomic data)</p><p><strong>The Bioinformatics Toolkit</strong><br />Here&rsquo;s what data science typically looks like in bioinformatics:</p><p>Task Data Science Role<br />Sequence alignment Efficient algorithms, indexing, parallel processing<br />Gene expression analysis Statistical modeling (e.g., DESeq2, limma)<br />Variant calling Data filtering, probabilistic models<br />Clustering of cells in single-cell data Unsupervised learning<br />Protein structure prediction Deep learning models (e.g., AlphaFold)<br />Metagenomics Data integration, classification, dimensionality reduction</p><p>Common tools include Python, R, Bioconductor, scikit-learn, Pandas, Seurat, and TensorFlow&mdash;often working together in reproducible workflows.</p><p><strong>It's Not Just About Coding</strong><br />A common misconception is that bioinformatics is just programming or scripting. But being a data scientist in bioinformatics also means:</p><p>Understanding experimental design</p><p>Asking biologically meaningful questions</p><p>Choosing the right statistical or machine learning models</p><p>Communicating findings effectively (e.g., plots, dashboards, papers)</p><p>In other words, data science in bioinformatics is where biology, statistics, and computer science converge.</p><p><strong>Why It Matters</strong><br />The real power of data science in bioinformatics is its ability to scale discovery.</p><p>Instead of studying one gene, we can study thousands.</p><p>Instead of analyzing one species, we can explore entire ecosystems.</p><p>Instead of waiting months for lab results, we can generate hypotheses in days.</p><p>From personalized medicine and cancer diagnostics to agricultural genomics and pandemic surveillance, data science is at the heart of the bioinformatics revolution.</p><p><strong>Final Thoughts</strong><br />If you&rsquo;re a biologist who&rsquo;s curious about code, or a data enthusiast fascinated by life sciences, bioinformatics is your playground&mdash;and data science is your toolkit.</p><p>In bioinformatics, data science isn&rsquo;t just useful. It&rsquo;s essential.</p><p>&nbsp;</p>]]></description>
	<dc:creator>Abhi</dc:creator>
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  <guid isPermaLink='true'>https://bioinformaticsonline.com/researchlabs/view/6233/edwards-lab</guid>
  <pubDate>Sun, 10 Nov 2013 15:07:08 -0600</pubDate>
  <link></link>
  <title><![CDATA[Edwards Lab]]></title>
  <description><![CDATA[
<p>We study the evolutionary biology of birds and relatives, combining field, museum and genomics approaches to understand the basis of avian diversity, evolution and behavior. Our guiding approaches include population genetics, which provides a quantitative framework for studying speciation, geographic variation and genome evolution; systematics, which acknowledges that the focal species of any study has relatives that are behaviorally and ecologically no less interesting; and natural history, which gives meaning to the genes and genomic patterns we study.</p>

<p>Lab page: http://www.oeb.harvard.edu/faculty/edwards/index.html</p>
]]></description>
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  <guid isPermaLink='true'>https://bioinformaticsonline.com/opportunity/view/6559/ai-cadd-project-kerela-university</guid>
  <pubDate>Tue, 19 Nov 2013 17:48:15 -0600</pubDate>
  <link></link>
  <title><![CDATA[Ai-CADD Project @ Kerela University]]></title>
  <description><![CDATA[
<p>Applications are invited for the following Positions in the AiCADD project funded by MHRD Govt of India</p>

<p>Last Date for Submitting Application: 25th November 2013</p>

<p>1. Senior Scientist: (01 position)<br />Pay Scale: Rs.40, 000/-<br />Qualifications:  PhD/ Post Doctoral with Experience in CADD</p>

<p>2. Junior Scientist (10 positions)<br />Pay Scale: Rs. 22,000/-<br />Qualifications: MPhil / Masters Degree in Bioinformatics / Computational Biology / CADD / Ayurveda</p>

<p>3. Technical Assistant (01+01 positions)<br />Pay Scale: Rs.12,000/-<br />Qualifications: 1. BSc Computer Science/ MCA<br />Qualifications: 2. MSc Biotechnology / MSc Microbiology </p>

<p>4. Programmer (01 position)<br />Pay Scale: Rs.20,000/-<br />Qualifications: MSc Computer Science/ MCA / B Tech (Experience in MATLAB, C, C++) Industrial experience is desirable</p>

<p>5. Teaching Assistant (03 positions)<br />Pay Scale: Rs.10,000/-<br />Qualifications: MSc in Bioinformatics </p>

<p>6. Administration Assistant (02 positions)<br />Pay Scale: Rs.8,000/-<br />Qualifications: Degree + PGDCA</p>

<p>The Selection process comprises of written test and interview. Positions are purely temporary (initially for the period of one year) and co-terminus with the project. For more details mail to: cbi.uok [at] gmail.com</p>

<p>More detail @ https://sites.google.com/site/centreforbioinformatics/announcements/applicationsinvitedforapplicationforai-caddproject</p>
]]></description>
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  <guid isPermaLink='true'>https://bioinformaticsonline.com/opportunity/view/45133/postdoctoral-position-in-evolutionary-genomics-and-bioinformatics-at-the-center-for-interdisciplinary-neuroscience-at-university-of-valparaiso-valparaiso-chile</guid>
  <pubDate>Wed, 22 Apr 2026 02:36:00 -0500</pubDate>
  <link></link>
  <title><![CDATA[Postdoctoral Position in Evolutionary Genomics and Bioinformatics, at the Center for Interdisciplinary Neuroscience at University of Valparaiso, Valparaiso, Chile.]]></title>
  <description><![CDATA[
<p>The Center for Interdisciplinary Neuroscience of Valparaiso (CINV)<br />in Valparaiso, Chile, invites postdoctoral researchers to apply for<br />a Postdoctoral Fellowship focusing on understanding the evolution of<br />genes and molecular pathways that play a role on inflammatory processes<br />driving diseases affecting the central nervous system.</p>

<p>The postdoctoral researcher will contribute to this project using<br />a combination of evolutionary and comparative genomics, as well as a<br />diverse set of bioinformatic approaches for data analysis and integration<br />(e.g., transcriptomics, genomics, phenotypic data). This position offers<br />a unique opportunity to integrate diverse state-of-the-art genomic and<br />phenotypic datasets across different model organisms to understand the<br />role of genes, molecular pathways in the origin of complex diseases.</p>

<p>CINV provides a highly collaborative and multidisciplinary environment<br />using a variety of computational and experimental approaches,<br />including genetically tractable animal models as well as expertise in<br />genetics, behavior, glia-neuron communication, metabolism, biophysics,<br />genomics, bioinformatics, host-microbe communication, and biomolecular<br />modelling. The new postdoc will be part of one of our labs which focuses<br />more generally on the intersection between molecular evolution and<br />disease biology.</p>

<p>Required qualifications are a PhD in evolutionary biology, computational<br />biology, bioinformatics, or closely related fields. Candidates must have<br />excellent verbal and written communication skills (working language<br />is English), as well as an established record of productivity (e.g.,<br />at least one previous peer-reviewed publication). Candidates with a<br />past record of publications in bioinfomatics, computational biology,<br />population genetics or evolutionary genomics are strongly preferred. Ideal<br />candidates should have experience in analyzing genomic and phenomic<br />data, performing comparative evolution or population genomic analyses,<br />as well as in collaborating with experimentalists.</p>

<p>Interested candidates should first contact Evandro Ferrada at<br />. Please include the following: (1) a cover<br />letter addressing your interest in the position and how your expertise<br />meets the position requirements, (2) a CV, (3) contact information of<br />at least 2 references. A short online interview will follow to discuss<br />specific proposals. Candidate materials will be reviewed as soon as<br />possible until the position is filled.</p>

<p>For further information, please visit:<br />https://cinv.uv.cl/cinv-postdoctoral-fellowship-program-2026/</p>

<p>Dr. Evandro Ferrada<br />Associate Profesor</p>

<p>Centro Interdisciplinario de Neurociencia (CINV)</p>

<p>Facultad de Ciencias, Universidad de Valpara�so.</p>

<p>Pasaje Harrington 287, Playa Ancha, Valpara�so, Chile.</p>

<p>Tel.  +56 (32) 250 8453</p>

<p>www.cinv.cl</p>
]]></description>
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  <guid isPermaLink='true'>https://bioinformaticsonline.com/opportunity/view/6577/scientist-b-vector-control-research-centre</guid>
  <pubDate>Tue, 19 Nov 2013 21:19:15 -0600</pubDate>
  <link></link>
  <title><![CDATA[Scientist-B @ VECTOR CONTROL RESEARCH CENTRE]]></title>
  <description><![CDATA[
<p>VECTOR CONTROL RESEARCH CENTRE<br />(Indian Council of Medical Research)<br />Indira Nagar Medical Complex<br />Puducherry-605006</p>

<p>WALK-IN-INTERVIEW</p>

<p>The following vacancies shall be filled purely on adhoc basis under Non-Institutional adhoc project “Bioinformatics in ICMR Institutes” funded by Indian Council of Medical Research at Vector Control Research Centre, Puducherry, to be renewed annually and filled through Walk-in-Interview as indicated below. Candidates who wish to appear for the Walk-in-Interview can download the application format given in the website of Vector Control Research Centre (www.vcrc.res.in). Duly filled in application along with attested copies of certificate should be submitted at time of interview.</p>

<p>Date &amp; Time : 05.12.2013 at 9.00 AM – Scientist-C (Non-Medical)</p>

<p>05.12.2013 at 1.30 PM – Scientist-B (Non-Medical)<br />06.12.2013 at 9.00 AM – Technical Assistant (Research Assistant)<br />06.12.2013 at 1.30 PM – Multi Tasking Staff (General)</p>

<p>Place : Vector Control Research Centre, Puducherry</p>

<p>Project entitled : Biomedical Informatics Centres of ICMR</p>

<p>1. Scientist - C (Non-Medical) Number of post – ONE</p>

<p>Essential qualification</p>

<p>B.E./ B. Tech. Degree in Bioinformatics/ Computational Biology from a recognized University with 6 years experience in the relevant field  OR</p>

<p>First class Master’s Degree and Ph.D. Degree in Bioinformatics/ Computational Biology from a recognized University OR</p>

<p>First class Master’s Degree in Bioinformatics/ Computational Biology from a recognized University with 4 years R &amp; D experience in the related subjects as mentioned above OR</p>

<p>Second class Master’s Degree + Ph.D. in Bioinformatics/ Computational Biology from a recognized University with 4 years research experience in bio-medical subjects</p>

<p>Age: Not exceeding 40 years Consolidated Salary – Rs.39,960/- p.m. + HRA as<br />admissible </p>

<p>Desirable qualification (i) Post-doctorate in Bioinformatics/ Computational Biology or M.E. / M. Tech. Degree in Bioinformatics/ Computational Biology from a recognized University for candidates with First Class relevant degree.</p>

<p>(ii) Additional post-doctoral research / teaching experience in Bioinformatics/Computational Biology in recognized Institute(s).</p>

<p>(iii) Knowledge of computer applications or data management</p>

<p>Job requirements i) To apply Bioinformatics / Computational Biology tools in understanding interactions between vectors and parasites/ pathogens and target based development of drug / insecticides.</p>

<p>ii) To assist the investigators to carry out genomic studies on parasites/pathogens/vectors of vector borne diseases</p>

<p>Advertisement: http://vcrc.res.in/Adv_Bio13.pdf</p>
]]></description>
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  <guid isPermaLink='true'>https://bioinformaticsonline.com/researchlabs/view/6835/roslin-bioinformatics-group</guid>
  <pubDate>Mon, 25 Nov 2013 23:55:25 -0600</pubDate>
  <link></link>
  <title><![CDATA[Roslin Bioinformatics Group]]></title>
  <description><![CDATA[
<p>Roslin Bioinformatics Group</p>

<p>The Law group provides internal Institute-specific development, training and support roles for data manipulation, sequence analysis and any other aspect of the analysis of biological data using computer systems. Additionally we provide databases and applications supporting the international animal science community, particularly tools and resources for genome mapping.</p>

<p>Head: Andy Law. Members: John Bowman (animal facility database applications), Zen Lu (bioinformatics support), Trevor Paterson (software development)</p>

<p>More @ http://www.bioinformatics.ed.ac.uk/groups/roslin-bioinformatics-group</p>
]]></description>
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	<guid isPermaLink="true">https://bioinformaticsonline.com/bookmarks/view/3029/bioinformatics-market-in-india</guid>
	<pubDate>Fri, 23 Aug 2013 07:08:49 -0500</pubDate>
	<link>https://bioinformaticsonline.com/bookmarks/view/3029/bioinformatics-market-in-india</link>
	<title><![CDATA[Bioinformatics market in India]]></title>
	<description><![CDATA[<div><strong>Key Topics Covered in the Report:</strong></div>
<ul>
<li>The market size of the Indian Bioinformatics Industry , FY&rsquo;2007-FY&rsquo;2013</li>
<li>Market segmentation of India bioinformatics industry by application by sectors, FY&rsquo;2007-FY&rsquo;2013</li>
<li>Market Segmentation of India bioinformatics industry by products and services,FY&rsquo;2007-FY&rsquo;2013</li>
<li>Market Segmentation of India bioinformatics industry by applications of bioinformatics ,FY&rsquo;2007-FY&rsquo;2013</li>
<li>India bioinformatics industry trends and developments</li>
<li>Government regulations and initiatives of India bioinformatics industry</li>
<li>Major bioinformatics research institutes in India</li>
<li>Market Share of leading players in bioinformatics industry in India,FY&rsquo;2013</li>
<li>Company profiles of major players in India bioinformatics industry</li>
<li>Future outlook and projections on the basis of revenue in India bioinformatics market, FY&rsquo;2014-FY&rsquo;2018</li>
</ul>
<p>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;(Source: Ken Research)</p><p>Address of the bookmark: <a href="http://www.kenresearch.com/healthcare/biotechnology/india-bioinformatics-industry-research-report/392-91.html" rel="nofollow">http://www.kenresearch.com/healthcare/biotechnology/india-bioinformatics-industry-research-report/392-91.html</a></p>]]></description>
	<dc:creator>Rahul Agarwal</dc:creator>
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  <guid isPermaLink='true'>https://bioinformaticsonline.com/researchlabs/view/4212/eivind-hovigs-lab</guid>
  <pubDate>Tue, 03 Sep 2013 19:06:29 -0500</pubDate>
  <link></link>
  <title><![CDATA[Eivind Hovig's Lab]]></title>
  <description><![CDATA[
<p>Bioinformatics relevant research topics are:</p>

<p>genomic scale studies<br />endogenous mechanisms of mutations, germ line and somatic <br />computational aspects of immunology in cancer <br />signalling networks<br />three-dimensional organization of information in the nucleus<br />gene silencing<br />metastatic cross-talk<br />kinase signaling<br />personalized medicine<br />detection of biomarkers in cancer <br />historical DNA variation</p>

<p>From : http://www.ous-research.no/hovig/</p>

<p>Group address:<br />Eivind Hovig, The Norwegian Radium Hospital, Montebello, 0310 Oslo,Norway<br />Email: ehovig@radium.uio.no</p>
]]></description>
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  <guid isPermaLink='true'>https://bioinformaticsonline.com/opportunity/view/7215/postdoc-positions-in-computational-biology-center-for-genomic-science-milan-italy</guid>
  <pubDate>Thu, 12 Dec 2013 18:34:47 -0600</pubDate>
  <link></link>
  <title><![CDATA[Postdoc positions in computational biology - Center for Genomic Science - Milan, Italy]]></title>
  <description><![CDATA[
<p>Job Description: three postdoc positions in computational biology are available at the Center for Genomic Science in Milan (Italy):</p>

<p>- Development of computational methods to investigate the interplay between epigenetic and genetic layers and their role in tumor progression, by integrating genomic, epigenomic and transcriptional data. PI: Mattia Pelizzola (http://tiny.cc/comEpi)<br />- Epigenome and transcriptome analysis in mouse models of Hepatocellular Carcinoma. PI: Bruno Amati - Small and long non-coding RNAs in cancer stem cells. PI: Francesco Nicassio</p>

<p>All projects will benefit from the availability of both in-house and publicly available next-generation sequencing datasets. Familiarity with Linux environment, programming skills (especially in R) and a background in either computational biology, or physics/engineering/math will be advantageous.</p>

<p>Deadline for the application January 6th, to apply: http://genomics.iit.it/resources.html</p>

<p>Start date: March 1st, 2014</p>

<p>Duration: 1+2 years</p>

<p>Contact Person (Referent): Mattia Pelizzola</p>

<p>Ref. E-Mail: mattia.pelizzola@iit.it</p>

<p>Tel: 0039-02-94375058<br />Group Web Page: http://genomics.iit.it</p>
]]></description>
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