Foghorn Systems
http://www.foghorn.ioJobs at Foghorn Systems
The recruiter has not been active on this job recently. You may apply but please expect a delayed response.
Role 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
Similar companies
AgileNinjas Pvt. Ltd./ Deepraj Software Services Pvt. Ltd.
About the company
At AgileNinjas, we specialize in providing cutting-edge software solutions for the e-commerce logistics and energy sectors, with a focus on seamless system integrations. Our client-centric approach, agility, and expertise in both legacy and modern technologies make us the trusted partner for businesses across Europe and India. We're passionate about driving innovation and delivering results.
Jobs
11
Incubyte
About the company
Who we are
We are Software Craftspeople. We are proud of the way we work and the code we write. We embrace and are evangelists of eXtreme Programming practices. We heavily believe in being a DevOps organization, where developers own the entire release cycle and thus own quality. And most importantly, we never stop learning!
We work with product organizations to help them scale or modernize their legacy technology solutions. We work with startups to help them operationalize their idea efficiently. We work with large established institutions to help them create internal applications to automate manual opperations and achieve scale.
We design software, design the team a well as the organizational strategy required to successfully release robust and scalable products. Incubyte strives to find people who are passionate about coding, learning and growing along with us. We work with a limited number of clients at a time on dedicated, long term commitments with an aim to bringing a product mindset into services. More on our website: https://www.incubyte.co/
Join our team! We’re always looking for like minded people!
Jobs
14
Oddr Inc
About the company
Oddr is the legal industry’s only AI-powered invoice-to-cash platform. Oddr’s AI-powered platform centralizes, streamlines and accelerates every step of billing + collections— from bill preparation and delivery to collections and reconciliation - enabling new possibilities in analytics, forecasting, and client service that eliminate revenue leakage and increase profitability in the billing and collections lifecycle.
www.oddr.com
Jobs
6
JoVE
About the company
Jobs
3
Prismberry Technologies Pvt Ltd
About the company
Prismberry is a leading provider of software & automation services to diverse industries. We specializes in Software Development and IT Services, with expertise in be-spoke automation & cloud-based software solutions for diverse industries. We are dedicated to delivering innovative solutions that transform businesses.
Prismberry is a proud partner of Google Cloud Platform. Our highly skilled engineers have expertise in cloud automation, application migration to the cloud, application development, data analytics, and enterprise software development that helps companies to stay focussed on core problem solving and thus enhancing the speed of execution of projects.
We understand value data can bring in and have good expertise in design solution to capture, store and evaluate data as required for customers.
Specialties
Software design and development services, Cloud software design and development, Data Analytics, Data Science, Application migration to cloud, Cloud infrastructure software, Artificial Intelligence, System design, Deep Learning infrastructure software, Enterprise server and storage software, Metrics and logging, Prometheus, DevOps, and CloudOps
Jobs
2
Tese Capital Limited
About the company
At Tese, we see a direct link between business and our planet's vitality. We're here to reduce the friction between reporting, financing, and improving sustainability performance by providing SMEs with the knowledge, access, and connections that they need to succeed. Tese brings everything into one ecosystem. From managing your ESG performance, purchasing real, tangible solutions to staying up to date on the green market and getting access to sustainable finance, empowering every business to benefit from earth-centric solutions.
Jobs
3
Nvelop
About the company
Jobs
1
Inncircles
About the company
Jobs
7
Printfuse
About the company
Jobs
1
VSquare Tech LLP
About the company
Jobs
2