Data Scientist

at Foghorn Systems

DP
Posted by Abhishek Vijayvargia
icon
Pune
icon
0 - 7 yrs
icon
₹15L - ₹50L / yr
icon
Full time
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/

Awards: 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

 

About Foghorn Systems

Real-Time Edge Intelligence for Industrial
Founded
2015
Type
Product
Size
100-500 employees
Stage
Raised funding
View full company details
Why apply to jobs via Cutshort
Personalized job matches
Stop wasting time. Get matched with jobs that meet your skills, aspirations and preferences.
Verified hiring teams
See actual hiring teams, find common social connections or connect with them directly. No 3rd party agencies here.
Move faster with AI
We use AI to get you faster responses, recommendations and unmatched user experience.
2101133
Matches delivered
3712187
Network size
15000
Companies hiring

Similar jobs

Survey Analytics Analyst

at Leading Management Consulting Firm

R Programming
SPSS
Python
Surveying
Data Analytics
icon
Gurugram
icon
1 - 5 yrs
icon
₹6L - ₹10L / yr
Desired Skills & Mindset:

We are looking for candidates who have demonstrated both a strong business sense and deep understanding of the quantitative foundations of modelling.

• Excellent analytical and problem-solving skills, including the ability to disaggregate issues, identify root causes and recommend solutions
• Statistical programming software experience in SPSS and comfortable working with large data sets.
• R, Python, SAS & SQL are preferred but not a mandate
• Excellent time management skills
• Good written and verbal communication skills; understanding of both written and spoken English
• Strong interpersonal skills
• Ability to act autonomously, bringing structure and organization to work
• Creative and action-oriented mindset
• Ability to interact in a fluid, demanding and unstructured environment where priorities evolve constantly, and methodologies are regularly challenged
• Ability to work under pressure and deliver on tight deadlines

Qualifications and Experience
:

• Graduate degree in: Statistics/Economics/Econometrics/Computer
Science/Engineering/Mathematics/MBA (with a strong quantitative background) or
equivalent
• Strong track record work experience in the field of business intelligence, market
research, and/or Advanced Analytics
• Knowledge of data collection methods (focus groups, surveys, etc.)
• Knowledge of statistical packages (SPSS, SAS, R, Python, or similar), databases,
and MS Office (Excel, PowerPoint, Word)
• Strong analytical and critical thinking skills
• Industry experience in Consumer Experience/Healthcare a plus
Job posted by
Jayaraj E

Senior Data Scientist

at Top 3 Fintech Startup

Agency job
via Jobdost
Machine Learning (ML)
Data Science
Natural Language Processing (NLP)
Computer Vision
Python
DevOps
SQL
Git
Amazon Web Services (AWS)
PySpark
Postman
icon
Bengaluru (Bangalore)
icon
4 - 7 yrs
icon
₹11L - ₹17L / yr
Responsible to lead a team of analysts to build and deploy predictive models to infuse core business functions with deep analytical insights. The Senior Data Scientist will also work
closely with the Kinara management team to investigate strategically important business
questions.

Lead a team through the entire analytical and machine learning model life cycle:

 Define the problem statement
 Build and clean datasets
 Exploratory data analysis
 Feature engineering
 Apply ML algorithms and assess the performance
 Code for deployment
 Code testing and troubleshooting
 Communicate Analysis to Stakeholders
 Manage Data Analysts and Data Scientists
Job posted by
Shalaka ZawarRathi

Data Engineer

at Drip Capital

Founded  •   •  employees  • 
Data Warehouse (DWH)
Informatica
ETL
Python
MongoDB
Amazon S3
MySQL
NOSQL Databases
icon
Remote only
icon
2 - 7 yrs
icon
₹15L - ₹50L / yr

About Drip Capital & Tech Team

 

The engineering team at Drip Capital is responsible for building and maintaining the online global trade financing platform that supports the interactions between buyers, sellers, financing partners, insurance agents, global retail partners, trade agents, shipping & transportation companies, supply chain, and warehousing companies worldwide. 

 

Our primary goal is to ensure that customers are provided time-critical capital and at the same time balance requirements related to risk, fraud management, and compliance. The services are accessed by customers worldwide and hence the engineering systems need to be policy-driven, easily reconfigurable, and able to handle multiple regional languages. We use machine learning for risk classifications/predictions, intelligent document parsing subsystems, robotic process automation, REST APIs to connect our microservices, and a cloud-based data lake and warehouse for data storage and analysis.

 

Our team comprises talent from top-tier institutions including Wharton, Stanford, and IITs with years of experience at companies like Google, Amazon, Standard Chartered, Blackrock, and Yahoo. We are backed by leading Silicon Valley investors - Sequoia, Wing, Accel, and Y Combinator. We are a global company headquartered in Silicon Valley along with offices in India and Mexico.

 

Your Role

  • Partner with multiple people like Analysts, Data Scientists, Product Managers, Leadership, etc to understand their data needs.
  • Design, build and launch complex data pipelines that move data from multiple sources like MySQL, MongoDB, S3, etc
  • Design and maintain DataWarehouse and Data Lake solutions
  • Build data expertise and own data quality for your areas

Our Checklist

  • 2+ years of experience in any scripting language like Python
  • Very good knowledge of SQL
  • Strong problem solving and communication skills
  • Process-oriented with great documentation skills
  • Collaborative team spirit

Good to have

  • Previous experience setting up custom ETL pipelines
  • Knowledge of NoSQL
  • Experience working with data warehousing tools like AWS Redshift or Google BigQuery.

If you love building scalable, high-performance, reliable distributed systems and want to work with people who feel the same way you do, let's talk!

Job posted by
Vaibhav Khode
Python
DBA
MongoDB
MySQL
Cassandra
Shell Scripting
icon
Remote, Bengaluru (Bangalore)
icon
4 - 8 yrs
icon
₹15L - ₹30L / yr
Games24x7 was one of the first entrants in the gaming industry in 2006, when India started showing the first signs of promise for online gaming. We turned profitable by 2010 in just four years and grew 200x in the next decade. We are a technology powered analytics and data science company that happens to love games!
In 2018-19, the mobile games market in India generated over $600 million in revenues. With close to 450 people in its Mumbai and Bangalore offices, Games24x7 is India’s largest mobile games business today and is very well positioned to become the 800-pound gorilla of what will be a $2 billion market by 2022. While Games24x7 continues to invest aggressively in its India centric mobile games, it is also diversifying its business by investing in international gaming and other tech opportunities.

Summary of Role
Position/Role Description :
The candidate will be part of a team managing databases (MySQL, MongoDB, Cassandra) and will be involved in designing, configuring and maintaining databases.
Job Responsibilities:
• Complete involvement in the database requirement starting from the design phase for every project.
• Deploying required database assets on production (DDL, DML)
• Good understanding of MySQL Replication (Master-slave, Master-Master, GTID-based)
• Understanding of MySQL partitioning.
• A better understanding of MySQL logs and Configuration.
• Ways to schedule backup and restoration.
• Good understanding of MySQL versions and their features.
• Good understanding of InnoDB-Engine.
• Exploring ways to optimize the current environment and also lay a good platform for new projects.
• Able to understand and resolve any database related production outages.

Job Requirements:
• BE/B.Tech from a reputed institute
• Experience in python scripting.
• Experience in shell scripting.
• General understanding of system hardware.
• Experience in MySQL is a must.
• Experience in MongoDB, Cassandra, Graph db will be preferred.
• Experience with Pecona MySQL tools.
• 6 - 8 years of experience.

Job Location: Bengaluru
Job posted by
Deepana Shahabadi

Python developer

at Gauge Data Solutions Pvt Ltd

Founded 2014  •  Products & Services  •  20-100 employees  • 
Data Science
Machine Learning (ML)
Natural Language Processing (NLP)
Computer Vision
Artificial Intelligence (AI)
Python
OOAD
Data storage
recommendation algorithm
icon
Noida
icon
0 - 4 yrs
icon
₹3L - ₹8L / yr

Essential Skills :

- Develop, enhance and maintain Python related projects, data services, platforms and processes.

- Apply and maintain data quality checks to ensure data integrity and completeness.

- Able to integrate multiple data sources and databases.

- Collaborate with cross-functional teams across, Decision Sciences, Search, Database Management. To design innovative solutions, capture requirements and drive a common future vision.

Technical Skills/Capabilities :

- Hands on experience in Python programming language.

- Understanding and proven application of Computer Science fundamentals in object oriented design, data structures, algorithm design, Regular expressions, data storage procedures, problem solving, and complexity analysis.

- Understanding of natural language processing and basic ML algorithms will be a plus.

- Good troubleshooting and debugging skills.

- Strong individual contributor, self-motivated, and a proven team player.

- Eager to learn and develop new experience and skills.

- Good communication and interpersonal skills.

About Company Profile :

Gauge Data Solutions Pvt Ltd :

- We are a leading company into Data Science, Machine learning and Artificial Intelligence.

- Within Gauge data we have a competitive environment for the Developers and Engineers.

- We at Gauge create potential solutions for the real world problems. One such example of our engineering is Casemine.

- Casemine is a legal research platform powered by Artificial Intelligence. It helps lawyers, judges and law researchers in their day to day life.

- Casemine provides exhaustive case results to its users with the use of cutting edge technologies.

- It is developed with the efforts of great engineers at Gauge Data.

- One such opportunity is now open for you. We at Gauge Data invites application for competitive, self motivated Python Developer.

Purpose of the Role :

- This position will play a central role in developing new features and enhancements for the products and services at Gauge Data.

- To know more about what we do and how we do it, feel free to read these articles:

- https://bit.ly/2YfVAsv

- https://bit.ly/2rQArJc

- You can also visit us at https://www.casemine.com/.

- For more information visit us at: - www.gaugeanalytics.com

- Join us on LinkedIn, Twitter & Facebook
Job posted by
Deeksha Dewal

Tech Lead

at Alien Brains

Founded 2017  •  Products & Services  •  20-100 employees  •  Bootstrapped
Java
Python
Javascript
Machine Learning (ML)
Deep Learning
Artificial Intelligence (AI)
Internet of Things (IOT)
icon
Kolkata
icon
2 - 7 yrs
icon
₹5L - ₹8L / yr
A research lab with roots laid in innovation, we are looking for someone who can take reins of our AI based development think tank. Given the work ethics and results, the salary can be re-negotiated in 5 months.
Job posted by
Praveen Baheti

Machine Learning Engineer

at Deemsoft

Founded 2006  •  Products & Services  •  20-100 employees  •  Bootstrapped
Java
Machine Learning (ML)
Python
Natural Language Processing (NLP)
icon
Bengaluru (Bangalore)
icon
3 - 7 yrs
icon
₹6L - ₹20L / yr
BS/Masters in Computer Science with 4+ years of experience. Excellent knowledge in algorithms and data structures and implementing them in Java. Experience in distributed systems architectures, including multithreading & concurrency issues. Experience working in Agile/Scrum environment is desired. Exceptional debugging, testing, and problem-solving skills. Self-starter, with quick learning curve. Strong written and verbal communication skills and an ability and interest to mentor other junior engineers. Working experience within product development teams is a must. Must have demonstrated capabilities to create patentable ideas. Working experience in Natural Language Processing (NLP)/Natural Language Understanding (NLU) based solutions is a plus.
Job posted by
Shreedhar shree

Machine learning

at Sagacito Technologies

Founded 2016  •  Product  •  20-100 employees  •  Profitable
Machine Learning (ML)
Natural Language Processing (NLP)
Python
Data Science
icon
NCR (Delhi | Gurgaon | Noida)
icon
3 - 9 yrs
icon
₹6L - ₹18L / yr
Location: Gurgaon Role: • The person will be part of data science team. This person will be working on a close basis with the business analysts and the technology team to deliver the Data Science portion of the project and product. • Data Science contribution to a project can range between 30% to 80%. • Day to Day activities will include data exploration to solve a specific problem, researching of methods to be applied as solution, setting up ML process to be applied in context of a specific engagement/ requirement, contributing to building a DS platform, coding the solution, interacting with client on explanations, integration the DS solution with the technology solution, data cleaning and structuring etc. • Nature of work will depend on stage of a specific engagement, available engagements and individual skill At least 2-6 years of experience in: • Machine Learning (including deep learning methods): Algorithm design, analysis and development and performance improvement o Strong understanding of statistical and predictive modeling concepts, machine-learning approaches, clustering, classification, regression techniques, and recommendation (collaborative filtering) algorithms o Time Series Analysis o Optimization techniques and work experience with solvers for MILP and global optimization. • Data Science o Good experience in exploratory data analysis and feature design & development o Experience of applying and evaluating ML algorithms to practical predictive modeling scenarios in various verticals including (but not limited to) FMCG, Media, E-commerce and Hospitality. • Proficient with programming in Python (must have) & PySpark (good to have). Parallel ML algorithms design and development and usage for maximal performance on multi-core, distributed and/or GPU architectures. • Must be able to write a production ready code with reusable components and integration into data science platform. • Strong inclination to write structured code as per prevailing coding standards and best practices. • Ability to design a data science architecture for repeatability of solutions • Preparedness to manage whole cycle from data preparation to algorithm design to client presentation at individual level. • Comfort in working on AWS including managing data science AWS servers • Team player and good communication and interpersonal skills • Good experience in Natural Language Processing and its applications (Good to Have)
Job posted by
Neha Verma

Data Scientist

at Computer Power Group Pvt Ltd

Founded 2003  •  Services  •  employees  •  Profitable
R Programming
Python
Data Science
SQL server
Business Analysis
Scala
NumPy
Functional regression
icon
Bengaluru (Bangalore), Chennai, Pune, Mumbai
icon
7 - 13 yrs
icon
₹14L - ₹20L / yr
Requirement Specifications: Job Title:: Data Scientist Experience:: 7 to 10 Years Work Location:: Mumbai, Bengaluru, Chennai Job Role:: Permanent Notice Period :: Immediate to 60 days Job description: • Support delivery of one or more data science use cases, leading on data discovery and model building activities Conceptualize and quickly build POC on new product ideas - should be willing to work as an individual contributor • Open to learn, implement newer tools\products • Experiment & identify best methods\techniques, algorithms for analytical problems • Operationalize – Work closely with the engineering, infrastructure, service management and business teams to operationalize use cases Essential Skills • Minimum 2-7 years of hands-on experience with statistical software tools: SQL, R, Python • 3+ years’ experience in business analytics, forecasting or business planning with emphasis on analytical modeling, quantitative reasoning and metrics reporting • Experience working with large data sets in order to extract business insights or build predictive models • Proficiency in one or more statistical tools/languages – Python, Scala, R, SPSS or SAS and related packages like Pandas, SciPy/Scikit-learn, NumPy etc. • Good data intuition / analysis skills; sql, plsql knowledge must • Manage and transform variety of datasets to cleanse, join, aggregate the datasets • Hands-on experience running in running various methods like Regression, Random forest, k-NN, k-Means, boosted trees, SVM, Neural Network, text mining, NLP, statistical modelling, data mining, exploratory data analysis, statistics (hypothesis testing, descriptive statistics) • Deep domain (BFSI, Manufacturing, Auto, Airlines, Supply Chain, Retail & CPG) knowledge • Demonstrated ability to work under time constraints while delivering incremental value. • Education Minimum a Masters in Statistics, or PhD in domains linked to applied statistics, applied physics, Artificial Intelligence, Computer Vision etc. BE/BTECH/BSC Statistics/BSC Maths
Job posted by
Sowmya M

Computers vision freshers

at OpexAI

Founded 2017  •  Products & Services  •  20-100 employees  •  Profitable
OpenCV
Python
Deep Learning
icon
Hyderabad
icon
0 - 1 yrs
icon
₹0L - ₹1L / yr
Benefits: 1)Working with leaders of analytics Guru 2) working under 25+ years of business exp leaders 3) learning to market and sales pitch for product using social media 4) work from home based on your time 5) exp letter from leading analytics firm for 3 months 6) no stiphen
Job posted by
Jasmine Shaik
Did not find a job you were looking for?
icon
Search for relevant jobs from 10000+ companies such as Google, Amazon & Uber actively hiring on Cutshort.
Get to hear about interesting companies hiring right now
iconFollow Cutshort
Want to apply to this role at Foghorn Systems?
Why apply via Cutshort?
Connect with actual hiring teams and get their fast response. No spam.
Learn more
Get to hear about interesting companies hiring right now
iconFollow Cutshort