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Data Science
PythonAbout the Company
Blue Sky Analytics is a Climate Tech startup that combines the power of AI & Satellite data to aid in the creation of a global environmental data stack. Our funders include Beenext and Rainmatter. Over the next 12 months, we aim to expand to 10 environmental data-sets spanning water, land, heat, and more!
We are looking for a data scientist to join its growing team. This position will require you to think and act on the geospatial architecture and data needs (specifically geospatial data) of the company. This position is strategic and will also require you to collaborate closely with data engineers, data scientists, software developers and even colleagues from other business functions. Come save the planet with us!
Your Role
Manage: It goes without saying that you will be handling large amounts of image and location datasets. You will develop dataframes and automated pipelines of data from multiple sources. You are expected to know how to visualize them and use machine learning algorithms to be able to make predictions. You will be working across teams to get the job done.
Analyze: You will curate and analyze vast amounts of geospatial datasets like satellite imagery, elevation data, meteorological datasets, openstreetmaps, demographic data, socio-econometric data and topography to extract useful insights about the events happening on our planet.
Develop: You will be required to develop processes and tools to monitor and analyze data and its accuracy. You will develop innovative algorithms which will be useful in tracking global environmental problems like depleting water levels, illegal tree logging, and even tracking of oil-spills.
Demonstrate: A familiarity with working in geospatial libraries such as GDAL/Rasterio for reading/writing of data, and use of QGIS in making visualizations. This will also extend to using advanced statistical techniques and applying concepts like regression, properties of distribution, and conduct other statistical tests.
Produce: With all the hard work being put into data creation and management, it has to be used! You will be able to produce maps showing (but not limited to) spatial distribution of various kinds of data, including emission statistics and pollution hotspots. In addition, you will produce reports that contain maps, visualizations and other resources developed over the course of managing these datasets.
Requirements
These are must have skill-sets that we are looking for:
- Excellent coding skills in Python (including deep familiarity with NumPy, SciPy, pandas).
- Significant experience with git, GitHub, SQL, AWS (S3 and EC2).
- Worked on GIS and is familiar with geospatial libraries such as GDAL and rasterio to read/write the data, a GIS software such as QGIS for visualisation and query, and basic machine learning algorithms to make predictions.
- Demonstrable experience implementing efficient neural network models and deploying them in a production environment.
- Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications.
- Capable of writing clear and lucid reports and demystifying data for the rest of us.
- Be curious and care about the planet!
- Minimum 2 years of demonstrable industry experience working with large and noisy datasets.
Benefits
- Work from anywhere: Work by the beach or from the mountains.
- Open source at heart: We are building a community where you can use, contribute and collaborate on.
- Own a slice of the pie: Possibility of becoming an owner by investing in ESOPs.
- Flexible timings: Fit your work around your lifestyle.
- Comprehensive health cover: Health cover for you and your dependents to keep you tension free.
- Work Machine of choice: Buy a device and own it after completing a year at BSA.
- Quarterly Retreats: Yes there's work-but then there's all the non-work+fun aspect aka the retreat!
- Yearly vacations: Take time off to rest and get ready for the next big assignment by availing the paid leaves.
- Project planning & execution
- Budget & cost management
- Team & stakeholder management
- Procurement & logistics
- Regulatory compliance & permitting
Required Qualifications
- Bachelor’s degree in Electrical / Mechanical/Civli Engineering or related field.
- 2+ years of experience in solar or renewable energy project management preferred.
- Strong understanding of solar PV systems and installation practices.
- Proficiency in project management tools.
Vue.js
AngularJS (1.x)
Angular (2+)
React.js
JavascriptWe let you manage feature flags and remote config across web, mobile and server-side applications. Deliver true Continuous Integration. Get builds out faster. Control who has access to new features
We are looking to grow! We are a remote-first team, looking to scale our Open Source Feature Flagging, Remote Config and A/B Testing product. With both SaaS and on-premises customers, we are investing in making our platform more accessible to large organizations
We are looking for a Python / Full Stack Engineer, with experience working on large-scale web platforms, who can help build out our existing APIs and web dashboard.
Must haves
● Python, JavaScript
● REST API design and development
● Django / Django Rest Framework (or similar web framework, e.g. Flask, FastAPI)
● PostgreSQL
Nice to haves
● ReactJS
● OracleDB, MySQL DB
● Mobile Technologies (Flutter, Kotlin for Android, Swift)
We also have SDKs written in most modern programming languages so the more polyglot, the better! We are an Open Source company first and foremost, so working with our community on GitHub to build features, fix bugs and cultivate pull requests is also on the job spec.
JOB DESCRIPTION:-
- Design, develop, deploy, and support integration solutions using Microsoft BizTalk Server.
- Develop BizTalk artifacts such as schemas, maps, orchestrations, pipelines, and custom components as required.
- Work with business analysts and stakeholders to understand integration requirements and translate them into technical solutions.
- Write and optimize SQL queries, stored procedures, and views for data manipulation, transformation, and retrieval in integration workflows.
- Monitor, troubleshoot, and resolve issues in BizTalk applications and integrations.
- Develop and maintain technical documentation including integration designs, configuration details, and deployment guides.
- Implement best practices for BizTalk development, deployment, and administration.
- Perform unit testing and support system integration testing for BizTalk solutions.
- Collaborate with application and database teams to ensure seamless data integration across systems.
- Participate in upgrades, patching, and migration activities for BizTalk Server environments.
- Provide production support for existing BizTalk integrations, ensuring high availability and performance.
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Hi,
We,Enterprise Minds is hiring for Sr.Product Manager for Ahmedabad and Bangalore Locations.
JD is given below for reference.
If interested, please forward your updated profile here or please help us by referring your friends.
Prefer max 30 days notice candidates.
Position :: Sr. Product Manager
Location:: Ahmedabad First choice & Bangalore is the second choice
Years of experience: 8+
Skills ::
- Strong product management or consulting experience in technology focused business
- Domain knowledge in Banking or Mortgage or Lending or Credit cards
- Proven track record of managing all aspects of a successful product throughout its lifecycle.
- Hands on experience delivering large scale, enterprise, digital transformations
- Proven ability to develop product and marketing strategies and effectively communicate recommendations to executive management
- Solid technical background with understanding and/or hands-on experience in software development and web technologies.
- Define a thoughtful, detailed, and executable rollout strategy for new features, releases, and products.
- Write business cases, perform ROIs, and prioritize and write user stories; partner with product development team to break things down and plan them into releases
- Translate high, level business requirements into detailed technical specs, and aggressively unblock the engineer teams to execute fast.
- Perform competitive benchmark analysis, analyze customer needs, look at surveys and quantitative data to come up with the right judgement of product and feature investments.
- Excellent written and verbal communication skills
- Bachelor's degree in Science, Engineering or Technology.
MBA with work experience in fintech companies is a big plus.
PHPShould have hands-on experience in WordPress & HOOKS concepts.
Extensive knowledge and experience in building WordPress CMS websites using the best practice & de-facto standard plugins.
- Knowledge of Customization of themes & plugins
- Experience working with WordPress at a PHP code level.
- Knowledge of existing inbuilt WordPress functions.
- Theme Template integration.
- Good understanding of cross-platform and cross-browser issues.
- Experience in developing E-Commerce websites
Shopify:
Should have hands-on experience in Shopify API & APP concepts.
Extensive knowledge and experience in building custom stores.
- Knowledge of Customization of themes & apps
- Experience working with Shopify APIs
- Knowledge of existing inbuilt Shopify system.
- Theme Template integration.
- Good understanding of cross-platform and cross-browser issues
• Provides remote planning (design), implementation and/or administrative support on Dell server and storage products involving software. • Performs initial installation, implementation, customization, integration and outline orientation for the customer. • Works closely with other Dell teams, account team and Customer.
Essential Skill Requirements: • Understanding of compute environment eco system • Dell PowerEdge Servers & modular server – planning, implementation and/or administrative • Dell Power Vault – MD / ME4 series storage planning, implementation and/or administrative • Dell Storage – NX, SC Series storage planning, implementation • Experience with basic network switch technologies (Ethernet, Fibre Channel) IP networking and L2 switches. • Operating system installation and configuration: o Windows Server (inclusive of Hyper-V clustering) o VMWare ESXi and virtualization o Red hat Linux • Possesses file, P2V and/or V2V migration experience will have an added advantage.
Desirable Requirements: • Customer Service skill. • Stakeholder management. • Possess excellent problem solving, communication and organizational skills • Flexibility, dependability and have excellent time management skills • Good presentation skills • Analytical, articulate, results-oriented and able to provide excellent follow-ups. • Strong technical aptitude. • Ability to multi-task and influence others to achieve results. • Possesses Professional certification from Cisco/VMWare/Microsoft/Red Hat/Cloud will have an added advantage.
R ProgrammingPythonData ScienceRole and Responsibilities
- Execute data mining projects, training and deploying models over a typical duration of 2 -12 months.
- The ideal candidate should be able to innovate, analyze the customer requirement, develop a solution in the time box of the project plan, execute and deploy the solution.
- Integrate the data mining projects embedded data mining applications in the FogHorn platform (on Docker or Android).
Core Qualifications
Candidates must meet ALL of the following qualifications:
- Have analyzed, trained and deployed at least three data mining models in the past. If the candidate did not directly deploy their own models, they will have worked with others who have put their models into production. The models should have been validated as robust over at least an initial time period.
- Three years of industry work experience, developing data mining models which were deployed and used.
- Programming experience in Python is core using data mining related libraries like Scikit-Learn. Other relevant Python mining libraries include NumPy, SciPy and Pandas.
- Data mining algorithm experience in at least 3 algorithms across: prediction (statistical regression, neural nets, deep learning, decision trees, SVM, ensembles), clustering (k-means, DBSCAN or other) or Bayesian networks
Bonus Qualifications
Any of the following extra qualifications will make a candidate more competitive:
- Soft Skills
- Sets expectations, develops project plans and meets expectations.
- Experience adapting technical dialogue to the right level for the audience (i.e. executives) or specific jargon for a given vertical market and job function.
- Technical skills
- Commonly, candidates have a MS or Ph.D. in Computer Science, Math, Statistics or an engineering technical discipline. BS candidates with experience are considered.
- Have managed past models in production over their full life cycle until model replacement is needed. Have developed automated model refreshing on newer data. Have developed frameworks for model automation as a prototype for product.
- Training or experience in Deep Learning, such as TensorFlow, Keras, convolutional neural networks (CNN) or Long Short Term Memory (LSTM) neural network architectures. If you don’t have deep learning experience, we will train you on the job.
- Shrinking deep learning models, optimizing to speed up execution time of scoring or inference.
- OpenCV or other image processing tools or libraries
- Cloud computing: Google Cloud, Amazon AWS or Microsoft Azure. We have integration with Google Cloud and are working on other integrations.
- Decision trees like XGBoost or Random Forests is helpful.
- Complex Event Processing (CEP) or other streaming data as a data source for data mining analysis
- Time series algorithms from ARIMA to LSTM to Digital Signal Processing (DSP).
- Bayesian Networks (BN), a.k.a. Bayesian Belief Networks (BBN) or Graphical Belief Networks (GBN)
- Experience with PMML is of interest (see www.DMG.org).
- Vertical experience in Industrial Internet of Things (IoT) applications:
- Energy: Oil and Gas, Wind Turbines
- Manufacturing: Motors, chemical processes, tools, automotive
- Smart Cities: Elevators, cameras on population or cars, power grid
- Transportation: Cars, truck fleets, trains
About FogHorn Systems
FogHorn is a leading developer of “edge intelligence” software for industrial and commercial IoT application solutions. FogHorn’s Lightning software platform brings the power of advanced analytics and machine learning to the on-premise edge environment enabling a new class of applications for advanced monitoring and diagnostics, machine performance optimization, proactive maintenance and operational intelligence use cases. FogHorn’s technology is ideally suited for OEMs, systems integrators and end customers in manufacturing, power and water, oil and gas, renewable energy, mining, transportation, healthcare, retail, as well as Smart Grid, Smart City, Smart Building and connected vehicle applications.
Press: https://www.foghorn.io/press-room/">https://www.foghorn.io/press-room/
Awards: https://www.foghorn.io/awards-and-recognition/">https://www.foghorn.io/awards-and-recognition/
- 2019 Edge Computing Company of the Year – Compass Intelligence
- 2019 Internet of Things 50: 10 Coolest Industrial IoT Companies – CRN
- 2018 IoT Planforms Leadership Award & Edge Computing Excellence – IoT Evolution World Magazine
- 2018 10 Hot IoT Startups to Watch – Network World. (Gartner estimated 20 billion connected things in use worldwide by 2020)
- 2018 Winner in Artificial Intelligence and Machine Learning – Globe Awards
- 2018 Ten Edge Computing Vendors to Watch – ZDNet & 451 Research
- 2018 The 10 Most Innovative AI Solution Providers – Insights Success
- 2018 The AI 100 – CB Insights
- 2017 Cool Vendor in IoT Edge Computing – Gartner
- 2017 20 Most Promising AI Service Providers – CIO Review
Our Series A round was for $15 million. Our Series B round was for $30 million October 2017. Investors include: Saudi Aramco Energy Ventures, Intel Capital, GE, Dell, Bosch, Honeywell and The Hive.
About the Data Science Solutions team
In 2018, our Data Science Solutions team grew from 4 to 9. We are growing again from 11. We work on revenue generating projects for clients, such as predictive maintenance, time to failure, manufacturing defects. About half of our projects have been related to vision recognition or deep learning. We are not only working on consulting projects but developing vertical solution applications that run on our Lightning platform, with embedded data mining.
Our data scientists like our team because:
- We care about “best practices”
- Have a direct impact on the company’s revenue
- Give or receive mentoring as part of the collaborative process
- Questions and challenging the status quo with data is safe
- Intellectual curiosity balanced with humility
- Present papers or projects in our “Thought Leadership” meeting series, to support continuous learning
You will be responsible for breaking down specific project and marketing requirements into detailed engineering requirements. You should have a strong ability to negotiate and build consensus among multiple stakeholders and groups including pre-sales, marketing, and engineering. You will be the owner and go-to person for all the specific customer technical requirements. Specifically, you may be required to :-
• Review and understand customer requirements and articulate them explicitly back to R&D and internal teams.
• Work with marketing/product management, sales and customer technical experts as needed to collect detailed customer/project technical requirements.
• Work with technical leads and architects to breakdown the technical requirements into detailed engineering (both development engineering and validation engineering) requirements for consumption by various internal groups.
• Ensure product compliance with relevant industry standards and specifications.
• Assess the need for additional documentation and collateral and ensure that the content is adequate and accurate.
• From time-to-time represent Savari in Industry technical committees, workshops, and other events.
• Work with internal teams to formulate internal engineering roadmaps.
• Responsible for providing feature support and new feature development as per customer deployment needs.
• Analyze technologies, framework and make appropriate suggestions (demos, POCs) to influence product direction.
• Assist the Sales Group in answering requests for information, proposals, solution descriptions, and feature requirements.
Should have the following expertise:
• You need to be self-organized and a self-starter .
• Excellent customer facing skills with a strong drive to solve customer problems.
• Experience with formulating engineering requirements based on marketing requirements is a must.
• Balance of business and technology acumen, including the ability to articulate high-level technical solutions to business problems.
• Prior experience in Embedded C & Linux knowledge is a huge plus.
• Prior experience in an automotive/networking/telecom domain is a must.
• Hands-on experience in networking/telecom/wireless protocol development is a plus.
• Good verbal and written communication.
• Ability to work in a fast-paced environment.
• Candidates with V2X background will be a huge plus.
HTML/CSSPHPJavascript
jQueryWe have an opening for Web Developer in our company. Please find below the job description for the same.
Job Description:
Tech Stack :
PHP, HTML, CSS, JAVASCRIPT, AJAX, REST API, JQUERY, POSTGRESQL/MYSQL, MVC FRAMEWORK.
Responsibilities:
- Design and build advanced applications
- Work with outside data sources and APIs
- Unit-test code for robustness, including edge cases, usability, and general reliability
- Work on bug fixing and improving application performance
- Continuously discover, evaluate, and implement new technologies to maximize development efficiency
- Building reusable code and libraries for future use
- Optimization of the application for maximum speed and scalability
- Implementation of security and data protection
- Able to understand and create Documentation according to Client requirement.
Requirements:
- Ability to write clean, commented and maintainable code.
- Basic understanding of MVC frameworks.
- Basic understanding of front-end technologies and platforms, such as JavaScript, HTML5, and CSS3.
- Proper understanding of OOPS concepts.
- Understanding differences between multiple delivery platforms such as mobile vs desktop, and optimizing output to match the specific platform.
- Creating database schemas that represent and support business processes.
- Proficient knowledge of a back-end programming.
- Proficient understanding of code versioning tools, such as Git.
- Proven software development experience and Web application development skills.
- Understanding of startup culture.
- Good team player, Quick learner.
Regards,
Pavithra
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