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Clustering Jobs in Mumbai

11+ Clustering Jobs in Mumbai | Clustering Job openings in Mumbai

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Egnyte

at Egnyte

4 recruiters
Prasanth Mulleti
Posted by Prasanth Mulleti
Remote, Mumbai
4 - 10 yrs
Best in industry
skill iconData Science
data scientist
skill iconMachine Learning (ML)
Time series
QoS
+7 more

Job Description

We are looking for an experienced engineer to join our data science team, who will help us design, develop, and deploy machine learning models in production. You will develop robust models, prepare their deployment into production in a controlled manner, while providing appropriate means to monitor their performance and stability after deployment.

 

What You’ll Do will include (But not limited to):

  • Preparing datasets needed to train and validate our machine learning models
  • Anticipate and build solutions for problems that interrupt availability, performance, and stability in our systems, services, and products at scale.
  • Defining and implementing metrics to evaluate the performance of the models, both for computing performance (such as CPU & memory usage) and for ML performance (such as precision, recall, and F1)
  • Supporting the deployment of machine learning models on our infrastructure, including containerization, instrumentation, and versioning
  • Supporting the whole lifecycle of our machine learning models, including gathering data for retraining, A/B testing, and redeployments
  • Developing, testing, and evaluating tools for machine learning models deployment, monitoring, retraining.
  • Working closely within a distributed team to analyze and apply innovative solutions over billions of documents
  • Supporting solutions ranging from rule-bases, classical ML techniques  to the latest deep learning systems.
  • Partnering with cross-functional team members to bring large scale data engineering solutions to production
  • Communicating your approach and results to a wider audience through presentations

Your Qualifications:

  • Demonstrated success with machine learning in a SaaS or Cloud environment, with hands–on knowledge of model creation and deployments in production at scale
  • Good knowledge of traditional machine learning methods and neural networks
  • Experience with practical machine learning modeling, especially on time-series forecasting, analysis, and causal inference.
  • Experience with data mining algorithms and statistical modeling techniques for anomaly detection in time series such as clustering, classification, ARIMA, and decision trees is preferred.
  • Ability to implement data import, cleansing and transformation functions at scale
  • Fluency in Docker, Kubernetes
  • Working knowledge of relational and dimensional data models with appropriate visualization techniques such as PCA.
  • Solid English skills to effectively communicate with other team members

 

Due to the nature of the role, it would be nice if you have also:

  • Experience with large datasets and distributed computing, especially with the Google Cloud Platform
  • Fluency in at least one deep learning framework: PyTorch, TensorFlow / Keras
  • Experience with No–SQL and Graph databases
  • Experience working in a Colab, Jupyter, or Python notebook environment
  • Some experience with monitoring, analysis, and alerting tools like New Relic, Prometheus, and the ELK stack
  • Knowledge of Java, Scala or Go-Lang programming languages
  • Familiarity with KubeFlow
  • Experience with transformers, for example the Hugging Face libraries
  • Experience with OpenCV

 

About Egnyte

In a content critical age, Egnyte fuels business growth by enabling content-rich business processes, while also providing organizations with visibility and control over their content assets. Egnyte’s cloud-native content services platform leverages the industry’s leading content intelligence engine to deliver a simple, secure, and vendor-neutral foundation for managing enterprise content across business applications and storage repositories. More than 16,000 customers trust Egnyte to enhance employee productivity, automate data management, and reduce file-sharing cost and complexity. Investors include Google Ventures, Kleiner Perkins, Caufield & Byers, and Goldman Sachs. For more information, visit www.egnyte.com

 

#LI-Remote

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Mumbai
10 - 15 yrs
₹8L - ₹15L / yr
Spotfire
Qlikview
Tableau
PowerBI
Data Visualization
+6 more

Exp-Min 10 Years

Location Mumbai

Sal-Nego

 

 

Powerbi, Tableau, QlikView,

 

 

Solution Architect/Technology Lead – Data Analytics

 

Role

Looking for Business Intelligence lead (BI Lead) having hands on experience BI tools (Tableau, SAP Business Objects, Financial and Accounting modules, Power BI), SAP integration, and database knowledge including one or more of Azure Synapse/Datafactory, SQL Server, Oracle, cloud-based DB Snowflake. Good knowledge of AI-ML, Python is also expected.

  • You will be expected to work closely with our business users. The development will be performed using an Agile methodology which is based on scrum (time boxing, daily scrum meetings, retrospectives, etc.) and XP (continuous integration, refactoring, unit testing, etc) best practices. Candidates must therefore be able to work collaboratively, demonstrate good ownership, leadership and be able to work well in teams.
  • Responsibilities :
  • Design, development and support of multiple/hybrid Data sources, data visualization Framework using Power BI, Tableau, SAP Business Objects etc. and using ETL tools, Scripting, Python Scripting etc.
  • Implementing DevOps techniques and practices like Continuous Integration, Continuous Deployment, Test Automation, Build Automation and Test-Driven Development to enable the rapid delivery of working code-utilizing tools like Git. Primary Skills

Requirements

  • 10+ years working as a hands-on developer in Information Technology across Database, ETL and BI (SAP Business Objects, integration with SAP Financial and Accounting modules, Tableau, Power BI) & prior team management experience
  • Tableau/PowerBI integration with SAP and knowledge of SAP modules related to finance is a must
  • 3+ years of hands-on development experience in Data Warehousing and Data Processing
  • 3+ years of Database development experience with a solid understanding of core database concepts and relational database design, SQL, Performance tuning
  • 3+ years of hands-on development experience with Tableau
  • 3+ years of Power BI experience including parameterized reports and publishing it on PowerBI Service
  • Excellent understanding and practical experience delivering under an Agile methodology
  • Ability to work with business users to provide technical support
  • Ability to get involved in all the stages of project lifecycle, including analysis, design, development, testing, Good To have Skills
  • Experience with other Visualization tools and reporting tools like SAP Business Objects.

 

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Railofy

at Railofy

1 video
1 recruiter
Manan Jain
Posted by Manan Jain
Mumbai
2 - 5 yrs
₹5L - ₹12L / yr
skill iconData Science
skill iconPython
skill iconR Programming

About Us:

We are a VC-funded startup solving one of the biggest transportation problems India faces. Most passengers in India travel long distance by IRCTC trains. At time of booking, approx 1 out of every 2 passengers end up with a Waitlisted or RAC ticket. This creates a lot of anxiety for passengers, as Railway only announces only 4 hour before departure if they have a confirmed seat. We solve this problem through our Waitlist & RAC Protection. Protection can be bought against each IRCTC ticket at time of booking. If train ticket is not confirmed, we fly the passenger to the destination. Our team consists of 3 Founders from IIT, IIM and ISB.

Functional Experience:

  • Computer Science or IT Engineering background with solid understanding of basics of Data Structures and Algorithms
  • 2+ years of data science experience working with large datasets
  • Expertise in Python packages like pandas, numPy, sklearn, matplotlib, seaborn, keras and tensorflow
  • Expertise in Big Data technologies like Hadoop, Cassandra and PostgreSQL
  • Expertise in Cloud computing on AWS with EC2, AutoML, Lambda and RDS
  • Good knowledge of Machine Learning and Statistical time series analysis (optional)
  • Unparalleled logical ability making you the go to guy for all things related to data
  • You love coding like a hobby and are up for a challenge!

 

Cultural:

  • Assume a strong sense of ownership of analytics : Design, develop & deploy
  • Collaborate with senior management, operations & business team
  • Ensure Quality & sustainability of the architecture
  • Motivation to join an early stage startup should go beyond compensation
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Innovative Brand Design Studio
Agency job
via Unnati by Astha Bharadwaj
Mumbai
2 - 5 yrs
₹8L - ₹15L / yr
skill iconData Science
Data Scientist
skill iconPython
Tableau
skill iconR Programming
+7 more
Come work with a growing consumer market research team that is currently serving one of the biggest FMCG companies in the world.
 
Our client works with global brands and creates projects that are user-centric. They build cost-effective and compelling product stories that help their clients gain a competitive edge and growth in their brand image. Their team of experts consists of academicians, designers, startup specialists and experts are working for clients across 12 countries targeting new markets and solutions with an excellent understanding of end-users.
 
They work with global brands from FMCG, Beauty and Hospitality sectors, namely Unilever, Lipton, Lakme, Loreal, AXE etc. who have chosen them for a long-term relationship, depending on their insights, consumer research, storytelling and contetnt experience. The founder is a design and product activation expert with over 10 years of impact and over 300 completed projects in India, UK, South Asia and USA.
 
As a Data Scientist, you will help to deliver quantitative consumer primary market research through Survey.
 
What you will do:
  • Handling Survey Scripting Process through the use of survey software platform such as Toluna, QuestionPro, Decipher.
  • Mining large & complex data sets using SQL, Hadoop, NoSQL or Spark.
  • Delivering complex consumer data analysis through the use of software like R, Python, Excel and etc such as
  • Working on Basic Statistical Analysis such as:T-Test &Correlation
  • Performing more complex data analysis processes through Machine Learning technique such as:
  1. Classification
  2. Regression
  3. Clustering
  4. Text
  5. Analysis
  6. Neural Networking
  • Creating an Interactive Dashboard Creation through the use of software like Tableau or any other software you are able to use.
  • Working on Statistical and mathematical modelling, application of ML and AI algorithms

 

What you need to have:
  • Bachelor or Master's degree in highly quantitative field (CS, machine learning, mathematics, statistics, economics) or equivalent experience.
  • An opportunity for one, who is eager of proving his or her data analytical skills with one of the Biggest FMCG market player.

 

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Orboai

at Orboai

4 recruiters
Hardika Bhansali
Posted by Hardika Bhansali
Noida, Mumbai
1 - 3 yrs
₹6L - ₹15L / yr
TensorFlow
OpenCV
OCR
PyTorch
Keras
+10 more

Who Are We

 

A research-oriented company with expertise in computer vision and artificial intelligence, at its core, Orbo is a comprehensive platform of AI-based visual enhancement stack. This way, companies can find a suitable product as per their need where deep learning powered technology can automatically improve their Imagery.

 

ORBO's solutions are helping BFSI, beauty and personal care digital transformation and Ecommerce image retouching industries in multiple ways.

 

WHY US

  • Join top AI company
  • Grow with your best companions
  • Continuous pursuit of excellence, equality, respect
  • Competitive compensation and benefits

You'll be a part of the core team and will be working directly with the founders in building and iterating upon the core products that make cameras intelligent and images more informative.

 

To learn more about how we work, please check out

https://www.orbo.ai/.

 

Description:

We are looking for a computer vision engineer to lead our team in developing a factory floor analytics SaaS product. This would be a fast-paced role and the person will get an opportunity to develop an industrial grade solution from concept to deployment.

 

Responsibilities:

  • Research and develop computer vision solutions for industries (BFSI, Beauty and personal care, E-commerce, Defence etc.)
  • Lead a team of ML engineers in developing an industrial AI product from scratch
  • Setup end-end Deep Learning pipeline for data ingestion, preparation, model training, validation and deployment
  • Tune the models to achieve high accuracy rates and minimum latency
  • Deploying developed computer vision models on edge devices after optimization to meet customer requirements

 

 

Requirements:

  • Bachelor’s degree
  • Understanding about depth and breadth of computer vision and deep learning algorithms.
  • Experience in taking an AI product from scratch to commercial deployment.
  • Experience in Image enhancement, object detection, image segmentation, image classification algorithms
  • Experience in deployment with OpenVINO, ONNXruntime and TensorRT
  • Experience in deploying computer vision solutions on edge devices such as Intel Movidius and Nvidia Jetson
  • Experience with any machine/deep learning frameworks like Tensorflow, and PyTorch.
  • Proficient understanding of code versioning tools, such as Git

Our perfect candidate is someone that:

  • is proactive and an independent problem solver
  • is a constant learner. We are a fast growing start-up. We want you to grow with us!
  • is a team player and good communicator

 

What We Offer:

  • You will have fun working with a fast-paced team on a product that can impact the business model of E-commerce and BFSI industries. As the team is small, you will easily be able to see a direct impact of what you build on our customers (Trust us - it is extremely fulfilling!)
  • You will be in charge of what you build and be an integral part of the product development process
  • Technical and financial growth!
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Accion Labs

at Accion Labs

14 recruiters
Anjali Mohandas
Posted by Anjali Mohandas
Remote, Bengaluru (Bangalore), Pune, Hyderabad, Mumbai
4 - 8 yrs
₹15L - ₹28L / yr
Spotfire
Qlikview
Tableau
PowerBI
Data Visualization
+5 more

4-6 years of total experience in data warehousing and business intelligence

3+ years of solid Power BI experience (Power Query, M-Query, DAX, Aggregates)

2 years’ experience building Power BI using cloud data (Snowflake, Azure Synapse, SQL DB, data lake)

Strong experience building visually appealing UI/UX in Power BI

Understand how to design Power BI solutions for performance (composite models, incremental refresh, analysis services)

Experience building Power BI using large data in direct query mode

Expert SQL background (query building, stored procedure, optimizing performance)

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Square Panda India LLP

at Square Panda India LLP

1 recruiter
Luisa Fernandes
Posted by Luisa Fernandes
Mumbai
6 - 8 yrs
₹12L - ₹15L / yr
Analytics
skill iconData Analytics
skill iconData Science

Square Panda is a startup headquartered in Sunnyvale, CA with additional offices located in India 

and China. We are in a research based Ed-Tech space, focusing on children's early literacy. We 

have 3000+ schools under our belt and are proud to cater the needs of English Language 

development of 70,000+ kids worldwide. Our multisensory neuroscience research-based phonics 

learning system comes equipped with educational games to teach children many essential skills. 

With a curriculum that has been specially adapted for Indian schools and children, we strive to 

empower beginner learners through phonics awareness.

 

  Responsibilities 

o Lead the identification and execution of opportunities where Analytics can make a difference across the company with focus on multiple markets we operate in - US, India and China.

 o Actively champion adoption of the analytics solutions across various markets and functions

 o Translate business problems into Insights projects and lead in quantifying the various types of risk and rewards that allow these projects to be prioritized.

 o Excellent project management and executive communication skills.

 o Understanding of the techniques and technologies of data science, along with a detailed understanding of the challenges associated with each (e.g. overfitting, model refresh, challenge of acquiring training data, cost of compute, etc.)

 o Proactively and continuously assess the marketplace and its dynamics, customers, and competitors. 

o Provide an unbiased point of view on the performance of markets/brands, supported by facts and evidence

 o Develop research strategies to ensure internal understanding of customer and competitor insights 

o Develop and implement market research & analytical plans, in collaboration with cross‐functional teams.

 o Seeks out alternative/creative ways of meeting an information need, considering new techniques to address business challenges.

 o Monitor program risks and ensure appropriate actions are taken, including escalating issues timely to the management 

o Maintain understanding of business operations and how users interact with the relevant systems and use that understanding to provide decision support analysis.

 o Tap the working knowledge of AI and analytics to convey these business goals to the data professionals who will create the models and solutions. 

o Enthusiasm, commitment, and business savvy to navigate the technical, political, and organizational roadblocks that can emerge.

 

 Desired Profile 

o 6-8 years of experience in executing multiple analytics projects end to end

 o Entrepreneurial mind-set o Should have played hands on data sciences role in the past with full knowledge of which analytics technique to apply 

o Background of core consulting / start up handling end to end projects o Excellent communication and project management skills o Ability to lead both business and analytics team to generate ROI and success for business o Expertise across the spectrum of analytics - Dashboards, Visualizations, Insights, Data Science driven AI, ML Projects  

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Quantiphi Inc.

at Quantiphi Inc.

1 video
10 recruiters
Bhavisha Mansukhani
Posted by Bhavisha Mansukhani
Mumbai
1 - 5 yrs
₹3L - ₹15L / yr
skill iconData Science
Decision Science
Data modeling
Statistical Modeling
skill iconPython
+3 more
About us: Quantiphi is a category defining Data Science and Machine Learning Software and Services Company focused on helping organizations translate the big promise of Big Data & Machine Learning technologies into quantifiable business impact. We were founded on the belief that machine learning and artificial intelligence are transformative technologies that will create the next quantum gain in customer experience and unit economics of businesses. Quantiphi helps clients find and capture hidden value from data through a unique blend of business acumen, big-data, machine learning and intuitive information design. AthenasOwl (AO) is our “AI for Media” solution that helps content creators and broadcasters to create and curate smarter content. We launched the product in 2017 as an AI-powered suite meant for the media and entertainment industry. Clients use AthenaOwl's context adapted technology for redesigning content, taking better targeting decisions, automating hours of post-production work and monetizing massive content libraries. Please Find Attached fact sheet for your reference. For more details visit: www.quantiphi.com ; www.athenasowl.tv Job Description: -Developing high-level solution architecture related to different use-cases in the media industry -Leveraging both structured and unstructured data from external sources and our proprietary AI/ML models to build solutions and workflows that can be used to give data driven insights. -Develop sophisticated yet easy to digest interpretations and communicate insights to clients that lead to quantifiable business impact. -Building deep relationship with clients by understanding their stated but more importantly, latent needs. -Working closely with the client-side delivery managers to ensure a seamless communication and delivery cadence. Essential Skills and Qualifications: -Hands-on experience with statistical tools and techniques in Python -Great analytical skills, with expertise in analytical toolkits such as Logistic Regression, Cluster Analysis, Factor Analysis, Multivariate Regression, Statistical modelling, predictive analysis. -Advanced knowledge of supervised and unsupervised machine learning algorithms like Random Forest, Boosting, SVM, Neural Networks, Collaborative filtering etc. -Ability to think creatively and work well both as part of a team and as an individual contributor -Critical eye for the quality of data and strong desire to get it right -Strong communication skills. -Should be able to read a paper and quickly implement ideas from scratch. -A pleasantly forceful personality and charismatic communication style.
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Paysense Services India Pvt Ltd
Pragya Singh
Posted by Pragya Singh
NCR (Delhi | Gurgaon | Noida), Mumbai
2 - 7 yrs
₹10L - ₹30L / yr
skill iconPython
skill iconData Analytics
Hadoop
Data Warehouse (DWH)
skill iconMachine Learning (ML)
About the job: - You will work with data scientists to architect, code and deploy ML models - You will solve problems of storing and analyzing large scale data in milliseconds - architect and develop data processing and warehouse systems - You will code, drink, breathe and live python, sklearn and pandas. It’s good to have experience in these but not a necessity - as long as you’re super comfortable in a language of your choice. - You will develop tools and products that provide analysts ready access to the data About you: - Strong CS fundamentals - You have strong experience in working with production environments - You write code that is clean, readable and tested - Instead of doing it second time, you automate it - You have worked with some of the commonly used databases and computing frameworks (Psql, S3, Hadoop, Hive, Presto, Spark, etc) - It will be great if you have one of the following to share - a kaggle or a github profile - You are an expert in one or more programming languages (Python preferred). Also good to have experience with python-based application development and data science libraries. - Ideally, you have 2+ years of experience in tech and/or data. - Degree in CS/Maths from Tier-1 institutes.
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Computer Power Group Pvt Ltd
Bengaluru (Bangalore), Chennai, Pune, Mumbai
7 - 13 yrs
₹14L - ₹20L / yr
skill iconR Programming
skill iconPython
skill iconData Science
SQL server
Business Analysis
+3 more
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
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GEP Worldwide

at GEP Worldwide

3 recruiters
Archy Singh
Posted by Archy Singh
Navi Mumbai, Hyderabad
3 - 7 yrs
₹2L - ₹5L / yr
skill iconR Programming
skill iconPython
skill iconData Science
Primary Skills : - B.Tech/MS/PhD degree in Computer Science, Computer Engineering or related technical discipline with 3-4 years of industry experience in Data Science. - Proven experience of working on unstructured and textual data. Deep understanding and expertise of NLP techniques (POS tagging, NER, Semantic role labelling etc). - Experience working with some of the supervised/unsupervised learning ML models such as linear/logistic regression, clustering, support vector machines (SVM), neural networks, Random Forest, CRF, Bayesian models etc. The ideal candidate will have a wide coverage of the different methods/models, and an in depth knowledge of some. - Strong coding experience in Python, R and Apache Spark. Python Skills are mandatory. - Experience with NoSQL databases, such as MongoDB, Cassandra, HBase etc. - Experience of working with Elastic search is a plus. - Experience of working on Microsoft Azure is a plus although not mandatory. - Basic knowledge of Linux and related scripting like Bash/shell script. Role Description (Roles & Responsibilities) : - Candidate will research, design and implement state-of-the-art ML systems using predictive modelling, deep learning, natural language processing and other ML techniques to help meeting business objectives. - Candidate will work closely with the product development/Engineering team to develop solutions for complex business problems or product features. - Handle Big Data scale for training and deploying ML/NLP based business modules/chatbots.
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