Data Scientist

at Foghorn Systems

Data Scientist

Foghorn Systems

Company

Home

Data Scientist

at Foghorn Systems

Posted by Abhishek Vijayvargia

0 - 7 yrs

₹15L - ₹50L / yr

Pune

Skills

R Programming

Python

Data Science

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

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

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.

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

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About Foghorn Systems

Founded :

2015

Type :

Product

Size :

100-500

Stage :

Raised funding

About

Real-Time Edge Intelligence for Industrial

Abhishek Vijayvargia

Connect

Company social profiles

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About the role:

We are looking for an experienced Software Development Engineer II (SDE2) to help deliver high visibility and impact features for the ChakraHQ Platform. ChakraHQ Platform is the world's first Omnichannel Process Automation Platform. Imagine AWS but for operations and business teams; built on cutting edge technology stacks, to solve problems for modern businesses.

Technology specialists at ChakraHQ are at the core of the company's decisions and vision. As an SDE2, you will contribute to the design and development of the core technology stack of the ChakraHQ Platform. Working closely with Engineering, Product Management, Sales and Customer Success you will take ownership to develop features, plugins and custom fixes that will materially impact customer’s and ChakraHQ’s business. You will also be responsible for maintaining a streamlined build and CI/CD system. You will help coordinate the incorporation of upstream features into the ChakraHQ Platform.

Technologies you will work with: React, Javascript, Android, iOS, PostgreSQL, Serverless, AWS, Google Cloud

Responsibilities:

Design, develop and maintain features, services, products that are part of ChakraHQ
Own delivery of said features and services
Own success of the products by tracking its lifecycle with customers
Build systems that scale horizontally
Implement clean and modern mobile interfaces that provide an excellent user experience.
Write automated tests to ensure code quality
Work with customers to build a product roadmap
Work with sales & marketing to sell your product to end-users
Work as an integral part of an agile software development team to build features end-to-end
Support those features in the ChakraHQ production environment by participating in an on-call rotation

Position Requirements:

Bachelor's degree in Computer Science.
3+ years of experience working on teams to develop and deploy web or mobile applications
Expertise with Javascript
Knowledge of frameworks such as React.js is a big plus
Ability to write code compatible across browsers and other clients
Good understanding of backend systems i.e. web services, APIs from a consumer perspective
Proficiency with git and Github workflows
Expertise with test-driven development and automated testing
Excellent analytical and problem-solving skills
Excellent communication skills and fluent English
Open to learn and work on new technologies

About the role:

Technologies you will work with: React, Javascript, Android, iOS, PostgreSQL, Serverless, AWS, Google Cloud

Responsibilities:

Design, develop and maintain features, services, products that are part of ChakraHQ
Own delivery of said features and services
Own success of the products by tracking its lifecycle with customers
Build systems that scale horizontally
Implement clean and modern mobile interfaces that provide an excellent user experience.
Write automated tests to ensure code quality
Work with customers to build a product roadmap
Work with sales & marketing to sell your product to end-users
Work as an integral part of an agile software development team to build features end-to-end
Support those features in the ChakraHQ production environment by participating in an on-call rotation

Position Requirements:

Bachelor's degree in Computer Science.
3+ years of experience working on teams to develop and deploy web or mobile applications
Expertise with Javascript
Knowledge of frameworks such as React.js is a big plus
Ability to write code compatible across browsers and other clients
Good understanding of backend systems i.e. web services, APIs from a consumer perspective
Proficiency with git and Github workflows
Expertise with test-driven development and automated testing
Excellent analytical and problem-solving skills
Excellent communication skills and fluent English
Open to learn and work on new technologies

Senior Solution Architect (Appian/Unqork)

at VDart Digital

2 recruiters

Posted by Praveen Vasudev

Bengaluru (Bangalore), Chennai, trichy

10 - 15 yrs

₹15L - ₹18L / yr

Appian

Unqork

Presales

Solution architecture

Insurance

+2 more

Role: Appian/Unqork Senior Solution Architect/Practice Lead

Experience: 5+ Years

Location: Trichy / Bangalore /Chennai (Post Covid)

Shift: US EST or CST

Responsibilities

Provide pre-sales technical/functional support to prospective clients and customers with minimal supervision
Work with sales to create and submit proposals, promote sales effort by helping customers leverage low code/no code tools for software development life cycle
Build a solution delivery team
Provide day-to-day guidance and technical leadership to a team of Appian/Unqork (or other low code/no code platform) Administrators, Developers, and Data Architects.
Act as the technical lead, leading interactions with customer business and technical teams
Work closely and collaboratively with the project team to deliver on project scope
Works collaboratively with the Client and Team to articulate the vision and outcomes of the project and each release, and translating that vision into an actionable plan; Effectively manage customer expectations
Develop guidance on Release Management process, working with Team and Client
Serve as the day-to-day Technical POC for VDart team
Plan and coordinate release logistics with other application teams and Stakeholders, identifying and accounting for dependencies
Contribute with original, creative thinking related to solving customer issues, creating relevant features, and advancing Appain/Unqork low code/no code automation tool strategy
Lead detailed discovery and scoping calls
Work closely with sales to review requirements and develop value-focused proposals
Describe the benefits and value of integrating Appian/Unqork low code/no code tools to integrate into a customers’ SDLC

Skills and Qualifications

Bachelor (BS) of Science degree in Computer Science, Engineering, Mathematics, Business, Management or equivalent disciplines.
Certification in Appian or Unqork
7+ years of IT experience, including full cycle software/web development and release management/implementation knowledge
4+ years' experience in a technical leadership position with prior experience supervising and leading teams
2+ years' experience of successful implementations of very large Appian or Unqork solutions
Technical leadership in implementing enterprise-class application delivery
Experience with Agile development methodologies
Excellent writing, presentation, negotiation and communication skills
Strong analytical and organizational skills
Ability to manage and prioritize multiple tasks simultaneously
Ability to explain technical content to non-technical, business stakeholders
Prior experience developing proposals to respond to customer needs preferred

Role: Appian/Unqork Senior Solution Architect/Practice Lead

Experience: 5+ Years

Location: Trichy / Bangalore /Chennai (Post Covid)

Shift: US EST or CST

Responsibilities

Provide pre-sales technical/functional support to prospective clients and customers with minimal supervision
Work with sales to create and submit proposals, promote sales effort by helping customers leverage low code/no code tools for software development life cycle
Build a solution delivery team
Provide day-to-day guidance and technical leadership to a team of Appian/Unqork (or other low code/no code platform) Administrators, Developers, and Data Architects.
Act as the technical lead, leading interactions with customer business and technical teams
Work closely and collaboratively with the project team to deliver on project scope
Works collaboratively with the Client and Team to articulate the vision and outcomes of the project and each release, and translating that vision into an actionable plan; Effectively manage customer expectations
Develop guidance on Release Management process, working with Team and Client
Serve as the day-to-day Technical POC for VDart team
Plan and coordinate release logistics with other application teams and Stakeholders, identifying and accounting for dependencies
Contribute with original, creative thinking related to solving customer issues, creating relevant features, and advancing Appain/Unqork low code/no code automation tool strategy
Lead detailed discovery and scoping calls
Work closely with sales to review requirements and develop value-focused proposals
Describe the benefits and value of integrating Appian/Unqork low code/no code tools to integrate into a customers’ SDLC

Skills and Qualifications

Bachelor (BS) of Science degree in Computer Science, Engineering, Mathematics, Business, Management or equivalent disciplines.
Certification in Appian or Unqork
7+ years of IT experience, including full cycle software/web development and release management/implementation knowledge
4+ years' experience in a technical leadership position with prior experience supervising and leading teams
2+ years' experience of successful implementations of very large Appian or Unqork solutions
Technical leadership in implementing enterprise-class application delivery
Experience with Agile development methodologies
Excellent writing, presentation, negotiation and communication skills
Strong analytical and organizational skills
Ability to manage and prioritize multiple tasks simultaneously
Ability to explain technical content to non-technical, business stakeholders
Prior experience developing proposals to respond to customer needs preferred