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Home › data scientist

 

Tag: data scientist

Lead Data Scientist

2021-10-05 11:12:24| Space-careers.com Jobs RSS

Summary An experienced Data Scientist is required to spearhead development of the machine and deep learning activities within the Geo Information group. Telespazio UK is part of a company containing over 2500 people working in the growing field of Space Systems and operations and GeoInformation. Telespazio is majority owned by Leonardo, one of the UKs largest defence, aerospace and security companies. Objective You will lead the scientific development of new products and applications that use statistics, analytics, machine learning, forecasting and optimization to enhance efficiency and performance. Telespazio UK is investing heavily in relevant technology, and offers the opportunity to be involved in exciting project work within the space sector with scope for further progression and upskilling. Responsibilities Duties Defining developing SARbased services andor technology based upon user requirements Working with customers to establish GeoInformation based needs Developing prototype and proof of concept systems to demonstrate business need Managing a small team of data scientists Provide mentorship and guidance to junior team members Support business development activities from initial customer requirements through to final proposal generation Continuous improvements to automated data handling tools Supporting bid activities Qualifications Experience Degree in mathematics, computer science or equivalent, along with commercial experience or advanced degree PhD, for example in data science. Strong computer literacy skills, including coding experience in Python Experience with machine and deep learning, particularly the development and optimisation of neural networks Essential Skills Inventiveness and problem solving skills Experience of deploying machine learning applications to local and cloud infrastructures Experience of using statistical or data analytics techniques Interest in, and enthusiasm for, climate, environment or Earth observation science Experience in applying data science techniques to spatial, andor Earth observation datasets Desirable Skills Experience in applying data science techniques to SAR data Understanding of sound data management and adhering to corporate standards Computing experience of the Linux operating system Qualities Desire to be a team player capable of working with staff at all levels, alongside the ability to work independently Selfstarter and effective time management, with particular skills in multitasking Good communication skills, both written and oral Commercial awareness

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Data Scientist

2021-08-05 17:12:55| Space-careers.com Jobs RSS

We are hiring a Data Scientist with experience with space world data. About Neuraspace and the Role Neuraspace is the first and only company to use AIML to combat space collisions by tracking and monitoring satellites in order to intercept critical conjunction data messages CDMs. We are building the next generation of Satellite Collision Avoidance products powered by AI Machine Learning. Our efficient and robust datadriven solution is scalable, in order to cope with the potential increase of satellites in coming years. Within the first six months of effort we ended up winning two ESA contracts to build the next generation of the Collision Risk Estimation and Avoidance Maneuver CREAM . We are seeking someone experienced with the space environment to help develop machine learning models. Responsibilities Understanding the data which our clients provide to us Cleaning that data and validating that it is correct Preprocessing the data, usually by using a mixture of shell scripts and a programming language such as Python. Iteratively computing features and tuning parameters to improve the quality of the model Communicating your findings to the project manager and assisting himher in decision making on the Data Science part of the project Work together with key stakeholders data scientists, engineers, risk managers from our clients Work with other parts of the organization Product, Research, etc. to improve processes, best practices and tooling. Requirements MSc or PhD in Computer Science, Electrical Engineering, Statistics, Applied Mathematics, Physics or related field Proficient in Machine Learning training and testing, avoiding overfit, etc. Knowledge of Big Data technologies such as Spark, Hadoop and related Proficiency in bash and Python Knowledge of resource monitoring and runtime optimization Knowledge of statistics or data visualization is a plus Knowledge of tree based algorithms Random Forests, XGBoost, LGBM is a plus Knowledge of Deep Learning algorithms is a plus Ability to communicate your findings in a clear way. This is a remote position as our team is distributed. Applications via LinkedIn or email httpswww.linkedin.comcompanyneuraspace nuno.sebastiaoneuraspace.com or mariana.filipeneuraspace.com

Tags: data scientist scientist data data scientist

Earth Observation Data Scientist LinuxPython

2021-06-23 16:12:42| Space-careers.com Jobs RSS

At Serco, we strive to promote and enable the diversity, development, wellbeing and safety of our people. We understand that healthier, happier employees go handinhand with strong business performance, enhanced productivity and better outcomes for those we serve. We want everybody who works for Serco to have a positive experience and access to opportunities to develop in their chosen careers. The Joint Research Centre JRC is the European Commissions science and knowledge service which employs scientists to carry out research in order to provide independent scientific advice and support to EU policy. As subcontractor, Serco Italia S.p.A. is currently looking for an Earth Observation Data Scientist LinuxPython to join our great team in Ispra VA! This is a permanent position ! Does working in a Serco environment sound appealing to you? We would love to hear from you and your interest in this new job opportunity! Job Description Joining Serco Italys amazing team offers Competitive Salary Great career opportunities in the Space industry Competitive Salary Corporate Benefits Package Exciting relocation package if applicable Company events International environment Main Responsibilities Are you looking to secure a career in a public sector environment? We would love to hear from you! Task 1 Work in close collaboration with the JRC D.5 staff who support the MS Regions on the implementation of the new CAP control methods, providing expert advice and guidance to the technical choices. Understand Member States IACSLPIS systems, and their constraints in their methods development Support the Member States in their technical implementation report on the status of advancement periodically 6 months reporting Develop and run demonstrations for selected Member States, addressing the various constraints, especially related to data use and analytical needs Liaison with the JRC D.5 staff, the MS Administrations and DG AGRI Task 2 Support and consolidate, and enhance performance of, chosen processing facilities DIAS instances, or other cloud based processing facilities, providing Expert advice to the definition of the data flow and consolidation of the software environment Expert advice to the integration of the production environment and consolidation of the software environment Contribute to open source component use and programming efforts to combine these components in relevant workflow Support experimentation with advanced programming methods that integrate relevant new data streams and analytics Contribute to and maintain the D.5 open source repository github.comecjrccbm and related documentation Expert advice to the operations of the production chain and the analysis of the results Liaison with other JRC teams, in particular JEODPP on DIAS use issues Liaison with the DIAS support staff or other processing facilities staff In return, we offer a friendly, supportive and professional environment that respects your worklife balance and ultimately contributes to the delivery of public services in Belgium and around the world. Successful Candidate Required experience with Linux deployment and management preferably in a cloud environment 2 Python programming numerical programming e.g. numpy, pandas, scipy and geospatial data processing gdal, rasterio scientific analysis and visualisation environment e.g. JupyterLab, advanced plotting advanced python use in parallel processing e.g. multiprocessing, dask Configuration and use of Open source GIS and image processing to PostgreSQL httpswww.postgresql.org Postgis httpspostgis.net GDALOGR httpswww.gdal.org Geoserver httpgeoserver.org Software management and documentation Git httpsgitscm.com Docker andor kubernetes, openstack Working knowledge of ESA toolkits sen2cor httpstep.esa.intmainthirdpartyplugins2sen2cor s1tbx httpstep.esa.intmaintoolboxessentinel1toolbox webserver configuration Apache, Flask Machine learning scikitlearn httpscikitlearn.orgstable tensorflow httpswww.tensorflow.org Language skills English, written spoken C1 Knowledge of other EU languages is an advantage Useful for the position A good understanding of the EU CAP and its relevant regulation on the spot checks, LPIS, and monitoring A good understanding of Copernicus Earth Observation infrastructure, and its use in agricultural monitoring and control applications Important Any offer of employment is contingent upon you providing documents to verify your identity and employment eligibility, as required by law. Applicants are reminded that they will be requested to produce such documentation during the recruitment process. Please contact a member of the recruitment team if you require further details of acceptable types of documentation required for verification of identity and work authorization. Data Protection When creating a profile on the Serco Career Centre you agreed to the Data Protection policy, a copy is available upon request.You may submit a written request revoking your consent to this agreement at any time. About The Company Why should you join Serco ? At Serco not only is the nature of the work we do important, everyone has an important role to play. Meaningful and vital work Youll contribute to methodologically intercepting challenges whilst achievements will also be recognised and celebrated. A world of opportunity Youll be wholeheartedly supported with development and career progression Great people Youll become an integral member of a welldefined and supportive team who believe passionately in the value of our work. What we offer Chance to contribute to innovation in the public services sector A company passionate about diversity and inclusion Permanent employment with comprehensive Serco Benefits package. Pension About Serco At Serco, not only is the nature of the work we do important, everyone has an important role to play when managing complex public services. We are a team of 50,000 people responsible for delivering essential public services around the world, we are innovators, committed to redesigning and improving public services for the benefit of everyone. By joining Serco you will have unlimited access to our Global Employee Networks SercoInspire Gender, SercoEmbrace Multicultural, SercoUnlimited Disability and InSerco LGBT Networks. Serco Employee Networks, led by colleagues who are passionate about diversity, inclusion and belonging. Apply Please click on the apply button to be taken to our careers website Serco is a Disability Confident Employer committed to employing and retaining people with disabilities. Disabled applicants who meet the minimum criteria for the job will be given the opportunity to demonstrate their abilities at an interview.

Tags: data earth observation scientist

Data Scientist Machine Learning Engineer

2020-11-24 10:13:18| Space-careers.com Jobs RSS

Solenix is specialized in the provision of highquality software engineering, technical consulting and operations services in the aerospace domain. Data Scientist Machine Learning Engineer 202028 Job Description We are looking for a Data Scientist Machine Learning Engineer to join the Software Engineering Team in our offices in Darmstadt, Germany. Solenix is an independent and international company providing highquality software engineering, consultancy services and software products in the space market. Among our customers are space agencies like ESA and EUMETSAT. Our Software Engineering Team is specialised in the development and maintenance of web and mobile solutions and datadriven systems, including dashboards and visualisation tools, data analytics, event monitoring and alarming platforms. Our team is a group of motivated, dynamic and creative people who enjoy highquality work, as well as a relaxed and flexible atmosphere. You will be involved in all phases of the project lifecycle, from conception to implementation and final delivery, with a focus on Data Science aspects. This role has a lot of potential for career development depending on your skills and interests, for example, growing involvement in other company activities, such as supporting our business development activities with your technical expertise or contributing to the definition and evolution of our software products. Your main tasks will be related to Preparation of structured and unstructured data Feature selection, extraction and transformation and data analysis Use case analysis and prototyping Design and implementation of models and algorithms in the field of data analytics, including visualisation and reporting of results Integration and maintenance of developed solutions Required Skills and Experience University degree in a related field computer science, mathematics, physics or related Solid understanding of statistics, probability and Machine Learning Good knowledge of an objectoriented programming language, preferably Python or Java Experience with machine learning librariesframeworks and methods Experience in databases SQLNoSQL and in related technologies such as Spark and Hadoop Experience with data visualisation solutions such as D3.js, Plotly, etc. Strong analytical skills, curiosity and pragmatism Initiative and able to work independently and prioritise work appropriately Able to work in a collaborative and team environment Desirable Skills and Experience Experience with containerisation technologies Experience working in a continuous development continuous integration environment Work Location Darmstadt, Germany Dates Application Deadline 31 December 2020 Start of Work January 2020 or ASAP Important Notes Before applying to this position, please read the page Notes to Applicants on the Solenix website under Career. Applicants must be EU citizens or have a valid work and residence permit in Germany. Security, identity and reference checks on the candidates are part of the recruitment process. Job Application Please send your applications electronically to careersolenix.ch before the application deadline 31 December 2020 Learn more about us in Facebook

Tags: data learning machine engineer

Agricultural Data Scientist

2020-11-12 19:12:45| Space-careers.com Jobs RSS

Position Agricultural Data Scientist The Data Scientist will be responsible for developing and improving algorithms to identify water stress in farm crops based on remote sensing data. The successful applicant will develop commercial products for farm irrigation management, become an integral member of Hydrosats technical team, and will work in collaboration with partner organizations in Luxembourg. The ideal candidate will be familiar with the biophysical processes determining the relationship between plants, soil, water, and atmosphere. She or he will also be comfortable in using and applying space imagery to agricultural analysis. The Data Scientist will coordinate and advise on farm field experiments use field data and remote sensing platforms to develop evidencebased models of water stress in plants propose and test algorithms for irrigation management on farm level identify and overcome the issues when upscaling these algorithms to different climatic conditions and plant species. Education Minimum requirement Bachelors degree in Agricultural or Environmental Sciences, Remote Sensing, or a related field special consideration given for advanced degrees MastersPhD Must have at least 2 years of relevant work experience in a researchfocused role. Skills and Experience Experience Familiarity with programming in Python and other data processing software Knowledge of statistical analysis Experience with remote sensing and thermal imaging is considered an asset Highly selfmotivated, keen learner able to solve challenging problems with creative solutions Organizational skills Able to work effectively in a collaborative team environment Language Spoken and written proficiency in English Proficiency in one of the official languages of Luxembourg is desirable French, German or Luxembourgish Location Luxembourg Start Date Immediate Contract Type Full Time, Permanent Interested? If you are interested in joining our team, send your application to jobshydrosat.com with the following documents CV resume List of any publications Names of two or three references Hydrosat is an equal opportunity workplace. We are committed to hiring top talent and creating an inclusive environment where all people can be and do their best.

Tags: data agricultural scientist scientist data

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