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10+ Linear regression Jobs in India

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fintech startup

fintech startup

Agency job
via Qrata by Rayal Rajan
Pune
4 - 12 yrs
₹15L - ₹45L / yr
skill iconPython
Linear regression
Logistic regression
skill iconMachine Learning (ML)
Algorithms

The role is with a Fintech Credit Card company based in Pune within the Decision Science team. (OneCard )


About


Credit cards haven't changed much for over half a century so our team of seasoned bankers, technologists, and designers set out to redefine the credit card for you - the consumer. The result is OneCard - a credit card reimagined for the mobile generation. OneCard is India's best metal credit card built with full-stack tech. It is backed by the principles of simplicity, transparency, and giving back control to the user.



The Engineering Challenge


“Re-imaging credit and payments from First Principles”


Payments is an interesting engineering challenge in itself with requirements of low latency, transactional guarantees, security, and high scalability. When we add credit and engagement into the mix, the challenge becomes even more interesting with underwriting and recommendation algorithms working on large data sets. We have eliminated the current call center, sales agent, and SMS-based processes with a mobile app that puts the customers in complete control. To stay agile, the entire stack is built on the cloud with modern technologies.


Purpose of Role :


- Develop and implement the collection analytics and strategy function for the credit cards. Use analysis and customer insights to develop optimum strategy.


CANDIDATE PROFILE :


- Successful candidates will have in-depth knowledge of statistical modelling/data analysis tools (Python, R etc.), techniques. They will be an adept communicator with good interpersonal skills to work with senior stake holders in India to grow revenue primarily through identifying / delivering / creating new, profitable analytics solutions.


We are looking for someone who:


- Proven track record in collection and risk analytics preferably in Indian BFSI industry. This is a must.


- Identify & deliver appropriate analytics solutions


- Experienced in Analytics team management



Essential Duties and Responsibilities :


- Responsible for delivering high quality analytical and value added services


- Responsible for automating insights and proactive actions on them to mitigate collection Risk.


- Work closely with the internal team members to deliver the solution


- Engage Business/Technical Consultants and delivery teams appropriately so that there is a shared understanding and agreement as to deliver proposed solution


- Use analysis and customer insights to develop value propositions for customers


- Maintain and enhance the suite of suitable analytics products.


- Actively seek to share knowledge within the team


- Share findings with peers from other teams and management where required


- Actively contribute to setting best practice processes.


Knowledge, Experience and Qualifications :


Knowledge :


- Good understanding of collection analytics preferably in Retail lending industry.


- Knowledge of statistical modelling/data analysis tools (Python, R etc.), techniques and market trends


- Knowledge of different modelling frameworks like Linear Regression, Logistic Regression, Multiple Regression, LOGIT, PROBIT, time- series modelling, CHAID, CART etc.


- Knowledge of Machine learning & AI algorithms such as Gradient Boost, KNN, etc.


- Understanding of decisioning and portfolio management in banking and financial services would be added advantage


- Understanding of credit bureau would be an added advantage


Experience :


- 4 to 8 years of work experience in core analytics function of a large bank / consulting firm.


- Experience on working on Collection analytics is must


- Experience on handling large data volumes using data analysis tools and generating good data insights


- Demonstrated ability to communicate ideas and analysis results effectively both verbally and in writing to technical and non-technical audiences


- Excellent communication, presentation and writing skills Strong interpersonal skills


- Motivated to meet and exceed stretch targets


- Ability to make the right judgments in the face of complexity and uncertainty


- Excellent relationship and networking skills across our different business and geographies


Qualifications :


- Masters degree in Statistics, Mathematics, Economics, Business Management or Engineering from a reputed college

Read more
Dolat Capital Market Private Ltd.
Mumbai
0 - 4 yrs
₹10L - ₹20L / yr
Quantitative analyst
Analytical Skills
Probability
Statistical Analysis
Time series
+1 more

Dolat Capital is a multi-strategy trading firm, dedicated to producing superior returns by adhering to mathematical and statistical techniques. We trade actively in all Asset classes: equities, futures, options, commodities, currencies and fixed income taking advantage of our ultra-low latency infrastructure. Our low latency infrastructure is in C++, one of the most competitive in terms of latency.

 

The Quantitative Research team at Dolat Capital focuses on quantitative trading, specifically fully automated trading systems. We develop proprietary algorithms by using mathematical techniques and statistical analysis to identify patterns and behavior of markets.

 

The incumbent will be responsible to design, develop and implement computational algorithms/strategies that succeed in generating sizable profits consistently, in real life market for a high-frequency trading environment

Read more
Getinz

at Getinz

11 recruiters
kousalya k
Posted by kousalya k
Remote, Gurugram
2 - 5 yrs
₹5L - ₹15L / yr
skill iconPython
skill iconMachine Learning (ML)
Logistic regression
Linear regression

  Strong knowledge in statistical and data mining techniques: GLM/Regression, Random Forest, Boosting, Trees, text mining, etc. 

 Sound Knowlegde querying databases and using statistical computer languages: R, Python, SQL, etc. 

 Strong understanding creating and using advanced machine learning algorithms and statistics: regression, simulation, scenario analysis, modeling, clustering, decision trees, neural networks, etc. 

 

Read more
RITES

at RITES

1 recruiter
Suraj Kasat
Posted by Suraj Kasat
Pune
2 - 5 yrs
₹3.5L - ₹5L / yr
Data Visualization
skill iconData Analytics
Statistical Modeling
Probability
Clustering
+3 more
This job requires the candidate to have advanced knowledge of python including but not limited to topics such as data analytics, data visualization, statistical analysis, probabilistic analysis, database management.

We will build a comprehensive backtesting platform for trading in the NSE F&O segment.

Any knowledge of financial markets is a bonus
Read more
RandomTrees

at RandomTrees

1 recruiter
HariPrasad Jonnalagadda
Posted by HariPrasad Jonnalagadda
Remote only
5 - 10 yrs
₹15L - ₹30L / yr
skill iconData Science
skill iconMachine Learning (ML)
Linear regression
Natural Language Processing (NLP)
skill iconDeep Learning
+5 more

Work Timings:4:00PM to 11:30PM
Fulltime WFH
6+ Yrs in Data science
Strong Experience ML Regression, Classification, Anomaly detection, NLP, Deep learning, Predictive analytics, Predictive maintenance ,Python, Added advantage Data visualization
Read more
Propellor.ai

at Propellor.ai

5 candid answers
1 video
Anila Nair
Posted by Anila Nair
Remote only
2 - 5 yrs
₹5L - ₹15L / yr
skill iconPython
SQL
Spark
skill iconData Science
skill iconMachine Learning (ML)
+10 more

Job Description: Data Scientist

At Propellor.ai, we derive insights that allow our clients to make scientific decisions. We believe in demanding more from the fields of Mathematics, Computer Science, and Business Logic. Combine these and we show our clients a 360-degree view of their business. In this role, the Data Scientist will be expected to work on Procurement problems along with a team-based across the globe.

We are a Remote-First Company.

Read more about us here: https://www.propellor.ai/consulting" target="_blank">https://www.propellor.ai/consulting


What will help you be successful in this role

  • Articulate
  • High Energy
  • Passion to learn
  • High sense of ownership
  • Ability to work in a fast-paced and deadline-driven environment
  • Loves technology
  • Highly skilled at Data Interpretation
  • Problem solver
  • Ability to narrate the story to the business stakeholders
  • Generate insights and the ability to turn them into actions and decisions

 

Skills to work in a challenging, complex project environment

  • Need you to be naturally curious and have a passion for understanding consumer behavior
  • A high level of motivation, passion, and high sense of ownership
  • Excellent communication skills needed to manage an incredibly diverse slate of work, clients, and team personalities
  • Flexibility to work on multiple projects and deadline-driven fast-paced environment
  • Ability to work in ambiguity and manage the chaos

 

Key Responsibilities

  • Analyze data to unlock insights: Ability to identify relevant insights and actions from data.  Use regression, cluster analysis, time series, etc. to explore relationships and trends in response to stakeholder questions and business challenges.   
  • Bring in experience for AI and ML:  Bring in Industry experience and apply the same to build efficient and optimal Machine Learning solutions.
  • Exploratory Data Analysis (EDA) and Generate Insights: Analyse internal and external datasets using analytical techniques, tools, and visualization methods. Ensure pre-processing/cleansing of data and evaluate data points across the enterprise landscape and/or external data points that can be leveraged in machine learning models to generate insights. 
  • DS and ML Model Identification and Training: Identity, test, and train machine learning models that need to be leveraged for business use cases. Evaluate models based on interpretability, performance, and accuracy as required. Experiment and identify features from datasets that will help influence model outputs.  Determine what models will need to be deployed, data points that need to be fed into models, and aid in the deployment and maintenance of models.


Technical Skills

An enthusiastic individual with the following skills. Please do not hesitate to apply if you do not match all of them. We are open to promising candidates who are passionate about their work, fast learners and are team players.

  • Strong experience with machine learning and AI including regression, forecasting, time series, cluster analysis, classification, Image recognition, NLP, Text Analytics and Computer Vision.
  • Strong experience with advanced analytics tools for Object-oriented/object function scripting using languages such as Python, or similar.
  • Strong experience with popular database programming languages including SQL.
  • Strong experience in Spark/Pyspark
  • Experience in working in Databricks

 

What are the company benefits you get, when you join us as?

  • Permanent Work from Home Opportunity
  • Opportunity to work with Business Decision Makers and an internationally based team
  • The work environment that offers limitless learning
  • A culture void of any bureaucracy, hierarchy
  • A culture of being open, direct, and with mutual respect
  • A fun, high-caliber team that trusts you and provides the support and mentorship to help you grow
  • The opportunity to work on high-impact business problems that are already defining the future of Marketing and improving real lives

To know more about how we work: https://bit.ly/3Oy6WlE" target="_blank">https://bit.ly/3Oy6WlE

Whom will you work with?

You will closely work with other Senior Data Scientists and Data Engineers.

Immediate to 15-day Joiners will be preferred.

 

Read more
Matellio India Private Limited
Harshit Sharma
Posted by Harshit Sharma
Remote only
8 - 15 yrs
₹10L - ₹27L / yr
skill iconMachine Learning (ML)
skill iconData Science
Natural Language Processing (NLP)
Computer Vision
skill iconDeep Learning
+7 more

Responsibilities include: 

  • Convert the machine learning models into application program interfaces (APIs) so that other applications can use it
  • Build AI models from scratch and help the different components of the organization (such as product managers and stakeholders) understand what results they gain from the model
  • Build data ingestion and data transformation infrastructure
  • Automate infrastructure that the data science team uses
  • Perform statistical analysis and tune the results so that the organization can make better-informed decisions
  • Set up and manage AI development and product infrastructure
  • Be a good team player, as coordinating with others is a must
Read more
Top Managment Consulting Firm

Top Managment Consulting Firm

Agency job
Bengaluru (Bangalore), Gurugram
1 - 6 yrs
₹7L - ₹15L / yr
Market Research
skill iconData Analytics
skill iconPython
skill iconR Programming
Linear regression
+4 more

Company Profile:

The company is World's No1 Global management consulting firm.


Job Qualifications
 Graduate or post graduate degree in statistics, economics, econometrics, computer science,
engineering, or mathematics
 2-5 years of relevant experience
 Adept in forecasting, regression analysis and segmentation work
 Understanding of modeling techniques, specifically logistic regression, linear regression, cluster
analysis, CHAID, etc.
 Statistical programming software experience in R & Python, comfortable working with large data
sets; SAS & SQL are also preferred
 Excellent analytical and problem-solving skills, including the ability to disaggregate issues, identify
root causes and recommend solutions
 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
Read more
Antuit

at Antuit

1 recruiter
Purnendu Shakunt
Posted by Purnendu Shakunt
Bengaluru (Bangalore)
4 - 7 yrs
₹15L - ₹20L / yr
skill iconData Science
skill iconMachine Learning (ML)
Artificial Intelligence (AI)
skill iconPython
Algorithms
+4 more

About antuit.ai

 

Antuit.ai is the leader in AI-powered SaaS solutions for Demand Forecasting & Planning, Merchandising and Pricing. We have the industry’s first solution portfolio – powered by Artificial Intelligence and Machine Learning – that can help you digitally transform your Forecasting, Assortment, Pricing, and Personalization solutions. World-class retailers and consumer goods manufacturers leverage antuit.ai solutions, at scale, to drive outsized business results globally with higher sales, margin and sell-through.

 

Antuit.ai’s executives, comprised of industry leaders from McKinsey, Accenture, IBM, and SAS, and our team of Ph.Ds., data scientists, technologists, and domain experts, are passionate about delivering real value to our clients. Antuit.ai is funded by Goldman Sachs and Zodius Capital.

 

The Role:

 

Antuit is looking for a Data / Sr. Data Scientist who has the knowledge and experience in developing machine learning algorithms, particularly in supply chain and forecasting domain with data science toolkits like Python.

 

In this role, you will design the approach, develop and test machine learning algorithms, implement the solution.  The candidate should have excellent communication skills and be results driven with a customer centric approach to problem solving.  Experience working in the demand forecasting or supply chain domain is a plus. This job also requires the ability to operate in a multi-geographic delivery environment and a good understanding of cross-cultural sensitivities.

 

Responsibilities:

 

Responsibilities includes, but are not limited to the following:

 

  • Design, build, test, and implement predictive Machine Learning models.
  • Collaborate with client to align business requirements with data science systems and process solutions that ensure client’s overall objectives are met.
  • Create meaningful presentations and analysis that tell a “story” focused on insights, to communicate the results/ideas to key decision makers.
  • Collaborate cross-functionally with domain experts to identify gaps and structural problems.
  • Contribute to standard business processes and practices as part of a community of practise.
  • Be the subject matter expert across multiple work streams and clients.
  • Mentor and coach team members.
  • Set a clear vision for the team members and working cohesively to attain it.

 

Qualifications and Skills:

 

Requirements

  • Experience / Education:
    • Master’s or Ph.D. in Computer Science, Computer Engineering, Electrical Engineering, Statistics, Applied Mathematics or other related 
  • 5+ years’ experience working in applied machine learning or relevant research experience for recent Ph.D. graduates.
  • Highly technical:
  • Skilled in machine learning, problem-solving, pattern recognition and predictive modeling with expertise in PySpark and Python.
  • Understanding of data structures and data modeling.
  • Effective communication and presentation skills
  • Able to collaborate closely and effectively with teams.
  • Experience in time series forecasting is preferred.
  • Experience working in start-up type environment preferred.
  • Experience in CPG and/or Retail preferred.
  • Effective communication and presentation skills.
  • Strong management track record.
  • Strong inter-personal skills and leadership qualities.

 

Information Security Responsibilities

  • Understand and adhere to Information Security policies, guidelines and procedure, practice them for protection of organizational data and Information System.
  • Take part in Information Security training and act accordingly while handling information.
  • Report all suspected security and policy breach to Infosec team or appropriate authority (CISO).

 

EEOC

 

Antuit.ai is an at-will, equal opportunity employer.  We consider applicants for all positions without regard to race, color, religion, national origin or ancestry, gender identity, sex, age (40+), marital status, disability, veteran status, or any other legally protected status under local, state, or federal law.
Read more
TVS Credit Services

at TVS Credit Services

2 recruiters
Vinodhkumar Panneerselvam
Posted by Vinodhkumar Panneerselvam
Chennai
4 - 10 yrs
₹10L - ₹20L / yr
skill iconData Science
skill iconR Programming
skill iconPython
skill iconMachine Learning (ML)
Hadoop
+3 more
Job Description: Be responsible for scaling our analytics capability across all internal disciplines and guide our strategic direction in regards to analytics Organize and analyze large, diverse data sets across multiple platforms Identify key insights and leverage them to inform and influence product strategy Technical Interactions with vendor or partners in technical capacity for scope/ approach & deliverables. Develops proof of concept to prove or disprove validity of concept. Working with all parts of the business to identify analytical requirements and formalize an approach for reliable, relevant, accurate, efficientreporting on those requirements Designing and implementing advanced statistical testing for customized problem solving Deliver concise verbal and written explanations of analyses to senior management that elevate findings into strategic recommendations Desired Candidate Profile: MTech / BE / BTech / MSc in CS or Stats or Maths, Operation Research, Statistics, Econometrics or in any quantitative field Experience in using Python, R, SAS Experience in working with large data sets and big data systems (SQL, Hadoop, Hive, etc.) Keen aptitude for large-scale data analysis with a passion for identifying key insights from data Expert working knowledge in various machine learning algorithms such XGBoost, SVM Etc. We are looking candidates from the following: Experience in Unsecured Loans & SME Loans analytics (cards, installment loans) - risk based pricing analytics Experience in Differential pricing / selection analytics (retail, airlines / travel etc). Experience in Digital product companies or Digital eCommerce with Product mindset and experience Experience in Fraud / Risk from Banks, NBFC / Fintech / Credit Bureau Experience in Online media with knowledge of media, online ads & sales (agencies) - Knowledge of DMP, DFP, Adobe/Omniture tools, Cloud Experience in Consumer Durable Loans lending companies (Experience in Credit Cards, Personal Loan - optional) Experience in Tractor Loans lending companies (Experience in Farm) Experience in Recovery, Collections analytics Experience in Marketing Analytics with Digital Marketing, Market Mix modelling, Advertising Technology
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