11+ Logistic regression Jobs in Pune | Logistic regression Job openings in Pune
Apply to 11+ Logistic regression Jobs in Pune on CutShort.io. Explore the latest Logistic regression Job opportunities across top companies like Google, Amazon & Adobe.
Python
Machine Learning (ML)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
- A job description for an SAP subject matter expert (SME) may include the following skills and responsibilities:
- Analytical and problem-solving skills: SMEs need to be able to analyze complex problems, identify patterns, and propose solutions.
- Communication skills: SMEs need to be able to share their expertise with others, including in meetings, training sessions, and seminars. They may also need to interact with customers.
- Commitment to relevancy: SMEs need to keep up with changes in industry practices and protocols.
- Continuous learning and adaptability: SMEs need to be eager to learn and stay current with the latest updates.
- SAP functional skills: SMEs need to have a deep understanding of SAP modules.
- Process standardization: SMEs may be responsible for standardizing processes and ensuring proper alignment within their area of the business.
- Identifying and fixing operational issues: SMEs may identify and fix operational issues that staff face on a daily basis
Role - Manager (Government Liaison)
Experience - 5+ years
Job Location - Pune (Open to travel)
About our Client :-
Our client is a Communities Foundation that works in the area of skilling and livelihoods for underserved youths. This is a pioneering program with a strong PPP model, an agency-led approach to livelihoods and a vision of socio-economic transformation.
- Approaching the government/municipal authorities of various cities in Maharashtra for communicating about the Lighthouse program.
- Collaborate with authorities for identification of physical space for the Lighthouse center in accordance with organizations specifications.
- Work with authorities to secure all required authorizations and permissions to facilitate the smooth implementation of Lighthouse Communities programs.
- Ensuring the development of the physical space in time for the launch of the Lighthouse.
- Supporting the launch of the Lighthouse in the new cities in Maharashtra and handing it over to the team.
- Building and maintaining a good relationship with Government officials, corporators, and potential stakeholders.
- Proactively coordinate and advocate on Lighthouse Communities' behalf with local officials to ensure that the desired outcomes for Lighthouse communities activities are achieved.
- Accompany the other senior staff to meetings with government officials and facilitate conversations for the smooth representation of Lighthouse - - Communities in those meetings.
- Submission of periodic progress reports to government officials and corporators.
- Ensure that the management is aware of and understands any concerns of government officials regarding the organizations' operations.
- Prepare and share regular progress reports with internal stakeholders.
Maintain and upkeep records of all the assets given by the government.
- Graduate or Post Graduation in any field, with 6+ years of experience working in government liaisoning preferably in both social and corporate sectors
- Self-driven, excellent time management and multitasking skills
- Strong people management, project management, and data analytics skill
- Strong orientation towards relationship building and problem-solving
- Strong verbal and written communication skills in English,Hindi & Marathi (Mandatory)
- Proven ability to plan and manage operational processes for maximum efficiency and productivity
- Open to extensive travel across Maharashtra and ,if required outside Maharashtra.
Data ScienceMachine Learning (ML)As an Associate Manager - Senior Data scientist you will solve some of the most impactful business problems for our clients using a variety of AI and ML technologies. You will collaborate with business partners and domain experts to design and develop innovative solutions on the data to achieve
predefined outcomes.
• Engage with clients to understand current and future business goals and translate business
problems into analytical frameworks
• Develop custom models based on an in-depth understanding of underlying data, data structures,
and business problems to ensure deliverables meet client needs
• Create repeatable, interpretable and scalable models
• Effectively communicate the analytics approach and insights to a larger business audience
• Collaborate with team members, peers and leadership at Tredence and client companies
Qualification:
1. Bachelor's or Master's degree in a quantitative field (CS, machine learning, mathematics,
statistics) or equivalent experience.
2. 5+ years of experience in data science, building hands-on ML models
3. Experience leading the end-to-end design, development, and deployment of predictive
modeling solutions.
4. Excellent programming skills in Python. Strong working knowledge of Python’s numerical, data
analysis, or AI frameworks such as NumPy, Pandas, Scikit-learn, Jupyter, etc.
5. Advanced SQL skills with SQL Server and Spark experience.
6. Knowledge of predictive/prescriptive analytics including Machine Learning algorithms
(Supervised and Unsupervised) and deep learning algorithms and Artificial Neural Networks
7. Experience with Natural Language Processing (NLTK) and text analytics for information
extraction, parsing and topic modeling.
8. Excellent verbal and written communication. Strong troubleshooting and problem-solving skills.
Thrive in a fast-paced, innovative environment
9. Experience with data visualization tools — PowerBI, Tableau, R Shiny, etc. preferred
10. Experience with cloud platforms such as Azure, AWS is preferred but not required
Docker
Kubernetes
Amazon Web Services (AWS)- Essentail Skills:
- Docker
- Jenkins
- Python dependency management using conda and pip
- Base Linux System Commands, Scripting
- Docker Container Build & Testing
- Common knowledge of minimizing container size and layers
- Inspecting containers for un-used / underutilized systems
- Multiple Linux OS support for virtual system
- Has experience as a user of jupyter / jupyter lab to test and fix usability issues in workbenches
- Templating out various configurations for different use cases (we use Python Jinja2 but are open to other languages / libraries)
- Jenkins PIpeline
- Github API Understanding to trigger builds, tags, releases
- Artifactory Experience
- Nice to have: Kubernetes, ArgoCD, other deployment automation tool sets (DevOps)
iOS App Development
Objective C
SwiftRole:
• Develop features for Olacabs’s iOS application for customers
• Work on bug fixing and improving application performance
• Actively participate in feature design
• Unit-test code for robustness, including edge cases, usability, and general reliability
• Take ownership of the features assigned right from estimating timelines to Production release
Desired experience:
• Experience working on iOS platform
• Experience in developing B2C mobile applications
• Expertise in development and implementation of mobile applications with custom UI components
• Experienced in memory management and in designing high-performance apps
• Experience working with Google Maps and Social APIs
• Experience working with Objective C, Cocoa, Core frameworks and the iPhone SDK (5.0 and above).
• Experience in shipping applications through App store
• Experience with analytics tools like Google Analytics, Flurry
• Well versed with mobile UI/UX conventions
• Experience in using GIT
Desired Skills:
• Strong understanding of Object Oriented Programming, data structures and design patterns
• Strong in C/C++, Java programming skills
• Knowledge of software development processes & agile methodologies
• Strong problem solving and debugging skills
• Excellent English language (written & verbal) communication skills
• Good understanding of DB Design
JavaOverview of the Role:
• GREAT ENGINEERS WHO COULD WORK WELL IN A COLLABORATIVE ENVIRONMENT
• METICULOUS ATTENTION TO DETAIL,
• EXCITED TO LEARN NEW TOOLS, TECHNOLOGIES
• GET THEIR HANDS DIRTY TO SOLVE THE PROBLEMS.
Roles & Responsibility
1. LEARNING NEW PROGRAMMING LANGUAGES AND TOOLS QUICKLY CONTRIBUTING TO PRODUCT DEVELOPMENT
2. OWNERSHIP FROM START TO FINISH OF THE TASKS ACTIVE PARTICIPATION IN ALL AGILE CEREMONIES TO DELIVER QUALITY PRODUCTS FROM THE BEGINNING.VERIFY TEST SCRIPT AGAINST BUSINESS REQUIREMENTS USING FUNCTIONAL SPECIFICATION AND TECHNICAL DOCUMENTS PROVIDED BY THE DESIGN TEAM UNDERSTAND AND INTERPRET FUNCTIONAL REQUIREMENTS AS
NEEDED TO DEVELOP TEST CASES ACTIVELY WORK TO IDENTIFY, COMMUNICATE, MITIGATE AND RESOLVE TESTING ISSUES AND RISKS. MANAGE TEST SCRIPTS, TEST CASES, TEST RESULTS USING STANDARD TESTING TOOLING SUCH AS JIRA, REPORT PORTAL
3. SHOULD BE RESPONSIBLE FOR MAINTAINING HEALTH OF AUTOMATED TEST SUITE
Required Skills
1. EXPERIENCE IN THE RANGE OF 0-1.5 YRS
2. HANDS-ON PROGRAMMING EXPERIENCE IN PREFERABLY JAVA
3. ANY OTHER LANGUAGE IS CONSIDERED FOR A STRONG CANDIDATE
4. GOOD UNDERSTANDING OF DATA STRUCTURE, LOGIC, PROGRAMMING CONCEPTS.
5. GOOD IN COMMUNICATION (VERBAL AND WRITTEN)
6. READY TO LEARN AND ADAPT NEW TOOLS, TECHNOLOGIES QUICKLY TO ACCOMMODATE BUSINESS REQUIREMENTS.
Nice to Have
1. REST API,SELENIUM WEBDRIVER, VERSION CONTROL TOOL, KNOWLEDGE ABOUT SOFTWARE TESTING CONCEPTS
2. EXPOSURE ON SELENIUM WEBDRIVER / REST API / VERSION CONTROL TOOL
3. KNOWLEDGE ABOUT SOFTWARE TESTING CONCEPT
Angular (2+)
AngularJS (1.x)• Involved in all aspects of the development lifecycle
• HTML, CSS, Javascript, Jquery, Angular 2+.
• Responsibilities include the ability to: write very high quality code that is robust and easy to maintain
• Develop software based on agreed designs with little supervision
• Involved in building and operating the next generation platforms and large scale distributed systems
• Deliver high quality platform solutions that support variety of customer use cases Excellent working knowledge of Java programming
.NET
C#Skill Requirements:
- At least 3 to 9 years experience of using .NET development
- Experience in using ASP.NET or .Net Core for developing Windows, Web applications
- A good understanding of WPF, WCF, XAML, MVVM, MVC, Design Patterns
- A good understanding of T-SQL, MS SQL
- A solid understanding of OOP principles
- A good understanding of N-tier and N-layered architecture
- Strong analytical skills
- Attention to detail
- Experience in working effectively as part of a team
- Good written and verbal communication skills
- Inter-personal skills
- A flexible approach and ability to adapt
- Ability to work under own initiative
Facile Services is into Market research and Service based.
Digital Editor Job description
We are looking for a creative and passionate Digital Editor to research, plan, develop and implement web contents, Whitepapers, Technology Blogs & Trending News. As a Digital Editor your main goal will be to produce creative, proof read, web contents, Tech Blogs & news that attract an audience.
Digital Editor Roles and Responsibilities:
- Create, produce and manage high-quality content
- Proofread and edit material. Proofreading our deliverables to ensure they are grammatically perfect and stylistically interesting.
- Supervise layout of images, graphics, videos and other artwork.
- Manage and upload day-to-day contents. Regularly check and track contents reach.
- Work in a multidisciplinary team with professionals such as web designers, marketing team to improve content strategy.
- Mange development improvements to the new website; keep abreast and advise of developments in the digital arena; identify new digital opportunities
- Research, create and upload SEO-friendly content pieces such as Technology blog posts, Trending News, case studies, and other content for our websites.
- Offer your expertise on email marketing best practice to maximize the impact of these emails.
- Liaise with staff and others members to encourage them to write relevant and interesting content for the website; foster relationships with the latter to involve them in any community forum aspect of the new website.
- Ensure that all activity is measured, analyzed and reviewed with leanings taken forward. Accountable for disseminating monthly analytical reports. Regularly report on digital campaigns and contribute, where possible, with recommendations based on performance.
- Ability to review content as an educator or coach, and intuitively understand what the target audiences need to know, plus the delivery methods best suited to how they want to/are able to consume information
- Good knowledge of Influence marketing. Have to manage & co-ordinate with influencers.
- Use Social Media for better presence
- Adhere to copyright and privacy standards and company policies.
- Determine and track important KPIs
- Track and analyze website’s traffic
- Produce and present reports
- Keep abreast with new trends in web technology.
Digital Editor Key Skills, Requirements and Qualifications:
- A qualification in Digital Communications/ Media, or Marketing or PR or Journalism/English or IT/Web.
- Previous working experience as a Digital Editor for 5 - 7 years
- Excellent proofreading, editing and copywriting skills
- Available portfolio of published work
- In-depth knowledge of software such as InDesign, Photoshop, etc.
- In-depth knowledge of best SEO practices
- Knowledge of Marketing and SEO tools
- Knowledge of content management systems
- Great interpersonal, presentation and communication skills
- Creativity Skills: Editors need to be good at thinking creatively, problem-solving skills, generating ideas for up growing Technology Blogs, Trending News, and Whitepapers, Web Contents.
- Organizational Skills: Editors need to be excellent at organization and forward planning. Much of the editorial content they select will be agreed several weeks before publication.
- Management skills: Time management skills need to be honed as well as the ability to resolve conflict and handle complaints, if found any. Editors must be sensitive to arising problems with contents.
- Writing and speaking skills: It goes without saying that editors must be accomplished writers but they have to be confident speakers too.
- Digital skills: Nearly all media outlets have a digital element now and editors need to be comfortable with posting and editing content online. Should have excellent writing skills; must have digital copywriting and copy-editing experience.
- Good knowledge of at least two Content Management Systems and SEO best practice.
- Working knowledge of HTML5 and CSS3.
- Design/Desktop publishing experience (Adobe Creative Suite) with some evidence showing digital media design.
- Have superb user experience skills and be able to develop wire-frames and write and communicate clear, functional/design specifications.
- Be proficient at planning your own work, to multitask and deliver to tight deadlines, with minimal supervision.
- Basic video making and editing skills useful - but not essential.
React.js
Javascript
HTML/CSSMUST Have
- 4-6 years of experience in application software development ( UI stack development )
- Sound knowledge of computer science fundamentals
- Proven ability to design and implement a complex (scalable and distributed ) application software on linux platform
- Hands on any of the language reactjs, Javascript
- Expert in software processes and tools ( Agile, CI/CD, Git, Jenkins )
Good to Have
- Experience in application migration to cloud
Follow Cutshort