11+ Logistic regression Jobs in Pune | Logistic regression Job openings in Pune

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

Node JS Developer

We are looking for a Node JS Developer to join our team.

In this role, you will be entrusted with developing JavaScript applications using Node.js(NestJs framework).

Apply now for the role of a Node JS Developer at Codebuddy which is opening doors for skilled, energetic developers looking for Node JS Developer Jobs.

If you can help us design and create multiple layers of applications while working cross-functionally across different infrastructures and if you love problem-solving, Designing systems, and creating quality offerings, you would fit perfectly in Codebuddy.

Responsibilities:

• Developing and maintaining all server-side network components.
• Ensuring optimal performance of the central database and responsiveness to front-end requests.
• Collaborating with front-end developers on the integration of elements.
• Designing back-end services for various business processes.
• Developing high-performance applications by writing testable, reusable, and efficient code.
• Implementing effective security protocols, data protection measures, and storage solutions.
• Running diagnostic tests, repairing defects, and providing technical support.
• Documenting Node.js processes, including database schemas, as well as preparing reports.
• Recommending and implementing improvements to processes and technologies.
• Keeping informed of advancements in the field of Node.js development.
• Analyze requests for enhancements/changes and write amendment/program specifications.
• Understand the inter-dependencies of the service (application, system, and database) and be able to pinpoint problem areas accurately to improve overall efficiency.
• Translate storyboards and various use cases to create high-performing apps
• Help in code automation
• 
  

What You Need To Apply (Technical Competency) :

• Bachelor's degree in computer science, information science, or similar.
• Minimum two years of experience as a Node.js developer.
• Minimum 6 months of hands-on experience with TypeScript.
• Basic knowledge of NestJs and ExpressJs.
• Extensive knowledge of JavaScript, web stacks, libraries, and frameworks.
• Knowledge of MongoDB.
• Knowledge of front-end technologies such as HTML5 and CSS3.
• Basics of Linux commands and basic Git knowledge for everyday workflow.
• Superb interpersonal, communication, and collaboration skills.
• Exceptional analytical and problem-solving aptitude.
• Great organizational and time management skills.
• Availability to resolve urgent web application issues outside of business hours.
• Self-motivated with the ability to work independently or jointly in a self-directed way.

• Partners with business stakeholders to translate business objectives into clearly defined analytical projects.
• Identify opportunities for text analytics and NLP to enhance the core product platform, select the best machine learning techniques for the specific business problem and then build the models that solve the problem.
• Own the end-end process, from recognizing the problem to implementing the solution.
• Define the variables and their inter-relationships and extract the data from our data repositories, leveraging infrastructure including Cloud computing solutions and relational database environments.
• Build predictive models that are accurate and robust and that help our customers to utilize the core platform to the maximum extent.

• 12 to 15 yrs of experience.
• An advanced degree in predictive analytics, machine learning, artificial intelligence; or a degree in programming and significant experience with text analytics/NLP. He shall have a strong background in machine learning (unsupervised and supervised techniques). In particular, excellent understanding of machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, Decision Forests, logistic regression, MLPs, RNNs, etc.
• Experience with text mining, parsing, and classification using state-of-the-art techniques.
• Experience with information retrieval, Natural Language Processing, Natural Language
• Understanding and Neural Language Modeling.
• Ability to evaluate the quality of ML models and to define the right performance metrics for models in accordance with the requirements of the core platform.
• Experience in the Python data science ecosystem: Pandas, NumPy, SciPy, sci-kit-learn, NLTK, Gensim, etc.
• Excellent verbal and written communication skills, particularly possessing the ability to share technical results and recommendations to both technical and non-technical audiences.
• Ability to perform high-level work both independently and collaboratively as a project member or leader on multiple projects.

Job Title: Sr.Java Developer

Experience: 4 to 8 Years

Job Location: Bangalore/ Noida/Indore/Pune/Gurgaon/Hyderabad/Chennai

( Currently Work From Home)

Required Skills:

Primary Skills : Struts, Spring Boot, Java, Java EE - Strong OOPs fundamentals and good design skills, UML, Design Patterns

• Frameworks - Spring, Hibernate, JUnit
• Web Services Rest and Soap based
• Database Should have hands-on knowledge on MySQL, Oracle, PGSQL
• Build tools - e.g. Ant, Maven
• Should possess excellent understanding of java based applications and different customized flows/frameworks. Desirable Skills : Career Growth Plan : Target Companies : Responsibilities : Design, build, and maintain efficient, reusable, and reliable Java code
• Analyze issues in order to troubleshoot potential problems and suggest solutions
• Work with the Integration team to integrate external platforms via APIs/plug-ins
• Architect Integration platform to make sure efficient API calls
• Write Junit/integration test cases to validate the code quality and code coverage
• Attend daily Scrum, collaborate with technical & product team, and complete assigned tasks in each Agile Sprint
• Develop and adhere to best-practices for integrating applications

1. We are looking for candidates who have good programming skills. Strong on data structures, algorithms, understand time space complexity, able to come up with multiple solutions and then arrive at most optimized one keeping in mind customer requirements. Should also be well aware of OO concepts. If he / she has a strong background on these areas ( in any programming language), half the job is done. – 50% weightage
2. Next the candidate should have worked on JS  with good hands on experience in a few projects mainly in backend development like making api calls, handling exception, models, data transformations, controllers etc.  – 20-30% weightage
3. The last would be having some experience in any one of react.js/ node.js or even angular.js since some of these are being used in the current project. – 20-30% weightage
4. Prefer candidates with Angular (ver 8+), react (ver 16+), Node (Ver 14+) and extremely good in JavaScript, HTML & CSS
5. Experience : 4-6 years relevant

Ésah Tea is a brand devoted to giving you the ultimate tea experience. We believe that joy and warmth can be shared in many forms but is best when shared with a cup of tea. Our tea is made with absolute care and honesty by the best growers in Assam who believe in only giving the best.

Our tea is the perfect harmony of aesthetics, flavor, complexity, and health. Our mission to give you the best tea experience as a result of the respect we have for the art and craft of tea making and its culture. Directly from the tea gardens of Assam, from the most authentic growers with finesse in the cultivation of tea, our mission is to give you the best experience. We care about our environment and believe in sustainable and ethical extraction and production. Our initiative to switch to plastic-free teabags is a result of adopting sustainability as an ethic.

Ésah Tea recently raised a Pre Series A round from a well-known VC and has some milestones that the company would like to achieve. As it is well known in the eCommerce industry, achieving higher milestones month after month, year after year is a standard. Hence, Ésah Tea is looking to build a core team that can take it towards the next stage of its eCommerce journey. So if you think that you are perfect to work in a Startup, Let's have a chat.

The Job

• Manage paid acquisition channels like Google Ads and Facebook Ads. Analyze the results and optimize individual campaigns.
• Be responsible for the ROI of dozens of campaigns you execute.
• Own, drive, and report on crucial marketing efficiency metrics such as CAC, LTV, and, ROAS
• Understand your target audience and customer behaviors. You create strategies and campaigns, understanding the entire user journey from account creation until purchase.
• Analyze creative data and make recommendations to the Creative designers
• Come up with a hypothesis and test it scientifically to consolidate learnings, thereby increasing the baseline of the team's quality.
• Document findings in a structured way to contribute to the company's global knowledge base

Collaborate with international peers in other geographical markets to keep the highest possible baseline quality in your campaigns.

The Ideal Candidate

• 2-4 years of paid marketing experience, preferably in consumer-facing products
• Fluent in English (Advanced writing and speaking English skills)
• Experience with creative experimentation
• Experience with fast-paced, high growth startups
• Strong analytical and problem-solving skills
• A natural strategist
• Makes fast business decisions that prove to be profitable

Nice to have

• SQL
• Understanding of ad platforms algorithms

Experience with programmatic media (DSP)

Note: Must Be willing to relocate to Guwahati, Assam

• Information Security as Security Analyst (SOC)
• Good understanding of security solutions like Anti-virus, DLP, Proxy, Firewall filtering/monitoring, IPS, Email Security, EPO, WAF etc.
• Hands on experience withIBM QRadar, ArcSight SIEM tool for logs monitoring and analysis,Service now ticketing tool.
• Good knowledge on networking concepts including OSI layers,subnet, TCP/IP, ports, DNS, DHCP, firewall monitoring, content filtering, check point etc.

About:

Pangolin is a brand consultancy and creative agency. We help companies create positive change in the world by raising awareness through branding and inspiring through storytelling. We’re growing our team of creatives and strategists. Join us if you’re craving work that makes a real difference in the world, and a work culture that allows you to have a balanced life. 

Role:

B2B Social Media Expert

Description:

Are you intimately familiar with the LinkedIn algorithm? Do you specialize in growing brand following on Twitter? Are you proficient in defining and executing social media strategies for Quora, Reddit, Instagram, and Facebook?  We’re looking for an expert with a solid understanding of how each social media channel works and how to optimize content so that it is engaging. As the B2B Digital Marketing Specialist, you will also be responsible for organizing and producing content that follows our clients’ brand guidelines.

Competencies:

• Consistent and self-driven to learn about social media platforms and trends. 
• Strong creative storytelling skills with a focus on visual and content aesthetics.

Skills:

• Working knowledge of SMM tools like Hootsuite, Moz, Loomly, etc.
• Working knowledge of design applications like Adobe Suite, Canva, etc., and other video editing tools.
• Adept at digital tools like Facebook Insights, Twitter Analytics, Google Analytics/Google Ad Manager.
• Adept at communicating in a professional, but unique social media “voice” for each client; directly aligned with the clients’ thought leadership and content platform.

Experience:

• Demonstrable B2B social networking experience and social analytics tools.
• Experience in managing multiple digital marketing campaigns with the ability to analyze and make recommendations on performance.
• Strong understanding of social media KPIs, keyword optimization tools, and social media algorithms.

Location and Type: 

Remote, Full-time

Evaluation:

Portfolios will be checked for expertise in the B2B domain. Please share only case studies of growth where the strategy and execution were owned end-to-end by you. Shortlisting will be followed by a video interview.

Excellent knowledge with proven implementation experience of:  Axiom Controller View V9 / V10 (2+ years’ experience).  Building and configuring Axiom workflows to solve complex business problems and mapping to Axiom data dictionaries.   XBRL and template disclosure submission including taxonomy, data point model and validations experience.   Knowledge of EU regulatory reporting requirements (COREP/Statistical) with strong Capital knowledge.  Packaging, deploying, branching Axiom solution including upgrades as part of the software development lifecycle.   Oracle PL/SQL.

• Over 6 - 12 years of experience in software testing and test automation
• Minimum 2 years of experience working in agile projects
• In depth knowledge of test automation using Selenium
• Good knowledge in web service testing using Rest Assured
• Experience in development of test automation framework as Data driven/Keyword driven/Hybrid/POM. Should have developed 1 or more automation frameworks from scratch.
• Highly motivated, with a proven ability to work on own initiative within a challenging work environment.
• Strong team player with good organization, planning and leadership skills
• Excellent interpersonal skills, including oral/written communication & influencing skills
• Exceptional presentation, business writing and professional standards Good analytical, diagnostic and creative problem solving skills.
• Atleast one project experience in E-Commerce Domain.
• Must Have - Automation with Java, test framework, QA process & tools like Selenium, Jenkins, Maven, API testing, RESTAssured.
• Good to have Spring Boot.
• Good to have WebTestClient.

Position: Operations Manager

Domain: US, Healthcare

Job Description-

Roles & Responsibility

• You will be responsible for handling multiple processes and LOBs.
• Duties may include, taking part in planning, organizing and directing the work of leads or others, strategize and drive leads to execute procedures on work received, to estimate time on new jobs received, to check accuracy/quality of classification done, to ensure records are maintained accurately, and to ensure utilization (or related metrics) of team is high.
• As an operations manager, you would be responsible for managing a team of associates and would have Leads reporting into you.
• Work with various teams to formulate strategy, seek automation opportunities and leverage technologies.
• Work with internal teams to develop creative and best-in-class compliance business processes that can scale up.
  Leverage data to continuously improve.
• Link all the programs to business metrics and build solutions keeping that in mind.
• Scale-up team by proper budgeting and co-owning the budget.
• Attract talent and make right hiring decisions, Onboarding and continuous development of the team and maintain a high delivery bar.
• Deliver business goals for processes handled.
• Operational goals for respective business functions measured under Cycle Time/ Productivity/ Quality/ Cost metrics.
• Mentor and guide lead / Process Expert to manage quality, to improve process efficiency, to minimize variation, and to conceptualize, design & deliver training to the team.
• Co-owner in the process of budget planning.
• Directly managed 5 to 6 process leaders, deputy managers and thus indirectly managed at least 200 plus people organization.
• Possess strong communication and leadership skills
• Able to work in an ambiguous, dynamic & 'internet-speed' environment with tight deadlines, Have an absolute passion for ensuring a great customer experience Possess exceptional skills in data manipulation and analysis
  Outstanding attention to detail; Exceptional problem solving & analytical skills
• Be a self-starter
• Attention to detail and proven ability to manage multiple, competing for priorities simultaneously
• Experience in business process improvement

Experience & Education Qualification:

• Existing Experience as a Sr. Operations Manager is a plus.
• Experience in handling multiple processes and LOBs simultaneously is a plus.
• Graduation is a must.
• MBA is a plus.

Timings

• Fixed shift 7:30pm - 4:30am
• Fixed weekend off.
• No transportation

Looking forward to your response.

Regards,