Job Description :
Sr. Machine Learning Engineer will support our various business vertical teams with insights gained from analyzing company data. The ideal candidate is adept at using large data sets to find opportunities for product and process optimization and using models to test the effectiveness of different courses of action. They must have strong experience using a variety of data mining/data analysis methods, using a variety of data tools, building and implementing models, using/creating algorithms and creating/running simulations. They must have a proven ability to drive business results with their data-based insights. They must be comfortable working with a wide range of stakeholders and functional teams. The right candidate will have a passion for discovering solutions hidden in large data sets and working with stakeholders to improve business outcomes.
Accountabilities :
- Collaborate with product management and engineering departments to understand company needs and devise possible solutions
- Keep up-to-date with latest technology trends
- Communicate results and ideas to key decision makers
- Implement new statistical or other mathematical methodologies as needed for specific models or analysis
- Optimize joint development efforts through appropriate database use and project design
Skills & Requirements :
Technical Skills :
- Demonstrated skill in the use of one or more analytic software tools or languages (e.g., R, Python, Pyomo, Julia/Jump, Matlab, SAS,SQL)
- Demonstrated skill at data cleansing, data quality assessment, and using analytics for data assessment
- End-to-end system design: data analysis, feature engineering, technique selection & implementation, debugging, and maintenance in production.
- Profound understanding of skills like outlier handling, data imputation, bias, variance, cross validation etc.
- Demonstrated skill in modeling techniques, including but not limited to Predictive modeling, Supervised learning, Unsupervised learning, Machine Learning, Statistical Modeling, Natural language processing, Recommendation engines,
- Demonstrated skill in analytic prototyping, analytic scaling, and solutions integration
- Developing hypotheses and set up your own problem frameworks to test for the best solutions
- Knowledge of data visualization tools - ggplot, Dash, d3.js and Matplottlib (or any other data visualization like Tableau, Qlikview)
- Generating insights for a business context
Desirable :
- Experience with cloud technologies for building, deploying and delivering data science applications is desired (preferably in Microsoft Azure)
- Experience in Tensorflow, Keras, Theano, Text Mining is desirable but not mandatory
- Experience to work in Agile and DevOps processes.
Core Skills :
- Bachelor or master degree in information technology, computer science, business administration or a related discipline.
- Certified in Agile Product Owner / SCRUM master and/or other Agile techniques
Leadership Skills :
- Strong stakeholder management and influencing skills. Able to articulate a vision and build support for that vision in the wider team and organization.
- Ability to self-start and direct efforts based on high-level business objectives
- Strong collaboration and leadership skills with the ability to coach and develop teams to meet new challenges.
- Strong interpersonal, communication, facilitation and presentation skills.
- Work through complex interfaces across organizational and geographic boundaries
- Excellent analytical, planning and problem solving skills
Job Experience Requirements :
- Utilize an advanced knowledge level of the Data Science Toolbox to participate in the entire Data Science Project Life cycle and execute end-to-end Data Science project
- Work end-to-end on Data Science developments contributing to all aspects of the project life cycle
- Keep customers as focus of analysis insight and recommendation.
- Help define business objectives/customer needs by capturing the right requirements from the right customers.
- Can take defined problems and identify resolution paths and opportunities to solve them; which you validate by defining hypotheses and driving experiments
- Can identify unstructured problems and articulate opportunities to form new analytics project ideas
- Use and understand the key performance indicators (KPIs) and diagnostics to measure performance against business goals
- Compile integrate and analyze data from multiple sources to identify trends expose new opportunities and answer ongoing business questions
- Execute hypothesis-driven analysis to address business questions issues and opportunities
- Build validate and manage advanced models (e.g. explanatory predictive) using statistical and/or other analytical methods
- Are familiar working within Agile Project Management methodologies / structures
- Analyze results using statistical methods and work with senior team members to make recommendations to improve customer experience and business results
- Have the ability to conceptualize formulate prototype and implement algorithms to capture customer behavior and solve business problems
- Analyze results using statistical methods to make recommendations to improve customer experience and business results
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Job Description:-
Designation : Python Developer
Location : Indore | WFO
Skills : Python, Django, Flask, Numpy, Panda, RESTful APIs, AWS.
Python Developer Responsibilities:-
1. Coordinating with development teams to determine application requirements.
2. Writing scalable code using Python programming language.
3. Testing and debugging applications.
4. Developing back-end components.
5. Integrating user-facing elements using server-side logic.
6. Assessing and prioritizing client feature requests.
7. Integrating data storage solutions.
8. Coordinating with front-end developers.
9. Reprogramming existing databases to improve functionality.
10. Developing digital tools to monitor online traffic.
Python Developer Requirements:-
1. Bachelor's degree in computer science, computer engineering, or related field.
2. At Least 3+ years of experience as a Python developer.
3. Expert knowledge of Python and related frameworks including Django and Flask.
4. A deep understanding and multi-process architecture and the threading limitations of Python.
5. Familiarity with server-side templating languages including Jinja 2 and Mako.
6. Ability to integrate multiple data sources into a single system.
7. Familiarity with testing tools.
8. Ability to collaborate on projects and work independently when required.
Skills - Python, Django, Flask, Numpy, Panda, RESTful APIs, AWS.
Senior Software Engineer (Frontend) – Credit Card Platform (Team Lead)
What you'll do:
- Perform complex application programming activities with an emphasis on mobile development: Angular, Node, TypeScript, JavaScript, Apache Cordova, RESTful APIs and more
- Assist in the definition of system architecture and detailed solution design that are scalable and extensible
- Collaborate with Product Owners, Designers, and other engineers on different permutations to find the best solution possible
- Own the quality of code and do your own testing. Automate feature testing and contribute UI testing framework
- Become a subject matter expert for our mobile applications
- Deliver amazing solutions to production that knock everyone’s socks off
- Mentor junior developers on the team
What we’re looking for:
- Amazing technical instincts. You know how to evaluate and choose the right technology and approach for the job. You have stories you could share about what problem you thought you were solving at first, but through testing and iteration, came to solve a much bigger and better problem that resulted in positive outcomes all-around.
- A love for learning. Technology is continually evolving around us, and you want to keep up to date to ensure we are using the right tech at the right time.
- A love for working in ambiguity—and making sense of it. You can take in a lot of disparate information and find common themes, recommend clear paths forward and iterate along the way. You don’t form an opinion and sell it as if it’s gospel; this is all about being flexible, agile, dependable, and responsive in the face of many moving parts.
- Confidence, not ego. You have an ability to collaborate with others and see all sides of the coin to come to the best solution for everyone.
- Flexible and willing to accept change in priorities, as necessary
Basic Qualifications:
- Minimum B.S. / M.S. Computer Science or related discipline from accredited college or University
- At least 6 years of experience designing, developing, and delivering web applications with Angular, Node, Typescript, IONIC and JavaScript
- At least 2 years of experience building iOS-based applications utilizing hybrid technologies
- At least 2 years of experience with AWS and/or Openshift
- Experience integrating with native device API’s (iOS)
- Experience with front-end and/or mobile-specific testing frameworks
- Strong experience in object-oriented design and development
- Knowledge of building and consuming RESTful APIs
- Excellent sense of web design, passionate about creating and refining great mobile user experiences.
- Ability to manage multiple tasks and consistently meet established timelines
- Strong collaboration skills
- Excellent written and verbal communications skills
Preferred Qualifications:
- Proficient with Apache Cordova framework
- Built or maintained custom Cordova plugin
- Demonstrable knowledge of native coding background in iOS
- Understanding of Apple certificate and profile management
- Experience developing and deploying applications within Kubernetes based containers
- Experience in Agile and SCRUM development techniques
We are looking for a Business Development Associate who will be responsible for building strategies to enhance the company's sales and overall organizational growth.
Job Responsibilities:
· Identifying and developing new business opportunities
· Developing and executing strategic sales plans
· Meeting the business goals and objectives
· Conducting market research and analyzing competitor activities
· Identifying and contacting potential clients
· Obtain contact information of potential customers through cold calling, internet research, and emailing.
· Building and maintaining long-lasting business relationships with clients
· Identify and qualify new customers based on the company’s business model and guidelines.
· Initiate and build relationships with customers through phone, marketing mailer campaigns, in-person contacts, and presentations.
· Coordinate appointments, meetings, and calls between customers and senior management for business expansions and new opportunities.
· Manage customer meetings with internal teams for project development and delivery activities.
· Updating client and lead information in the respective databases
· Developing and implementing business growth strategies
· Preparing and presenting client retention plans
· Monitoring and analyzing sales data
· Coordinating with customers about quotations & product feedback
· Creating accurate and detailed sales reports
· Maintain a database of potential customers’ details like numbers, emails, and company information.
· Work closely with the internal team to deliver business services with a high level of customer satisfaction.
· Assist in achieving targeted revenues from current and new customers.
Skills Required:
· Strong analytical skills and attention to detail.
· Committed to the team and the project.
· Good convincing skills
· Good communication skills
Experience: 0-2 years of experience in pre-sales/ telesales/ ad sales/ digital media. (FMCG sector will be preferred)
Qualification: Minimum qualification: Graduation
Languages: Must be fluent in English and Hindi
Job Type: Full-time
Schedule:
- Morning shift
Ability to commute/relocate:
- Vishakhapatnam, Vishakhapatnam - 530007, Andhra Pradesh: Reliably commute or planning to relocate before starting work (Required)
Education:
- Bachelor's (Preferred)
- Working closely with business stakeholders to define, strategize and execute crucial business problem statements which lie at the core of improvising current and future data-backed product offerings.
- Building and refining underwriting models for extending credit to sellers and API Partners in collaboration with the lending team
- Conceiving, planning and prioritizing data projects and manage timelines
- Building analytical systems and predictive models as a part of the agile ecosystem
- Testing performance of data-driven products participating in sprint-wise feature releases
- Managing a team of data scientists and data engineers to develop, train and test predictive models
- Managing collaboration with internal and external stakeholders
- Building data-centric culture from within, partnering with every team, learning deeply about business, working with highly experienced, sharp and insanely ambitious colleagues
What you need to have:
- B.Tech/ M.Tech/ MS/ PhD in Data Science / Computer Science, Statistics, Mathematics & Computation with a demonstrated skill-set in leading an Analytics and Data Science team from IIT, BITS Pilani, ISI
- 8+ years working in the Data Science and analytics domain with 3+ years of experience in leading a data science team to understand the projects to be prioritized, how the team strategy aligns with the organization mission;
- Deep understanding of credit risk landscape; should have built or maintained underwriting models for unsecured lending products
- Should have handled a leadership team in a tech startup preferably a fintech/ lending/ credit risk startup.
- We value entrepreneurship spirit: if you have had the experience of starting your own venture - that is an added advantage.
- Strategic thinker with agility and endurance
- Aware of the latest industry trends in Data Science and Analytics with respect to Fintech, Digital Transformations and Credit-lending domain
- Excellent command over communication is the key to manage multiple stakeholders like the leadership team, product teams, existing & new investors.
- Cloud Computing, Python, SQL, ML algorithms, Analytics and problem - solving mindset
- Knowledge and demonstrated skill-sets in AWS
- Designing and developing applications. ...
- Write clean code. ...
- Take part in the development lifecycle. ...
- Fix bugs. ...
- Investigate technologies. ...
- Follow innovative trends. ...
- Define your objectives. ...
- Look for the Flutter application development cycle
https://www.getzuma.com/">https://www.getzuma.com/
Location – Bengaluru
GETZUMA
Senior Backend Engineer
Zuma makes an automated sales agent that converses with 100% of inbound leads, ultimately improving the way consumers interact with businesses and organizations. We’ve built this from the ground up using AI, ML, and human support which helps increase sales conversion and support capacity for businesses of all kinds. Zuma is one of the fastest-growing startups in San Francisco, and is well-funded and backed by world-class investors such as Y-Combinator, Joe Montana’s fund (Liquid 2 Ventures), Day One Ventures, Soma Capital, and other notable angel investors including Austen Allred (from Lambda School), YC’s ex-COO Qasar Younis, among others.
Headquartered in San Francisco, USA, we operate nationally and have plans to grow rapidly over the next few years. To do that, we need great people committed to our vision in a big way. We're looking to build a team of rockstars that are equally excited about the opportunity to leverage technology to improve the way customers interact with businesses!
We're looking for a senior backend engineer with experience building highly scalable systems to join our growing engineering team at Zuma. In this role, you will work closely with members of the engineering and product teams to deliver against our ambitious product roadmap as well as have a direct impact on the products and features you'll be building. We're a small but nimble team and are looking for candidates who thrive in an autonomous environment, with experience shipping products quickly and iteratively.
Job Description
Skills
- o 5+ years of professional software development experience
- o 4+ years working with Node.js ecosystem
- o 4+ years experience building with AWS tech stack (RDS, EC2, Lambda)
- o Experience in developing complex web applications
- o Proficient in Javascript ES6 and above
- o Should be hands-on knowledge in working on VCS like Git
- o Should have sound knowledge in algorithms and problem-solving techniques
- o Should have knowledge about web application development and related technologies
Role and responsibility
- o Organize full lifecycle software development
- o Lead the backend engineering team and make critical platform architecture decisions
- o Write well designed, testable, efficient code
- o Work alongside and effectively coordinate with other engineers on the team
- o Come up with procedures and frameworks to avoid technical debt
- o Create efficient architectural and database design
- o Evaluate and deploy software tools, processes and metrics
- o Help other engineers excel in their job and in their careers
- o Create amazing products that scale
Good to Have
- o Experience utilizing telecommunication services such as Twilio
- o Experience working with Keras/Tensorflow
What you do :
- Developing automation for the various deployments core to our business
- Documenting run books for various processes / improving knowledge bases
- Identifying technical issues, communicating and recommending solutions
- Miscellaneous support (user account, VPN, network, etc)
- Develop continuous integration / deployment strategies
- Production systems deployment/monitoring/optimization
-
Management of staging/development environments
What you know :
- Ability to work with a wide variety of open source technologies and tools
- Ability to code/script (Python, Ruby, Bash)
- Experience with systems and IT operations
- Comfortable with frequent incremental code testing and deployment
- Strong grasp of automation tools (Chef, Packer, Ansible, or others)
- Experience with cloud infrastructure and bare-metal systems
- Experience optimizing infrastructure for high availability and low latencies
- Experience with instrumenting systems for monitoring and reporting purposes
- Well versed in software configuration management systems (git, others)
- Experience with cloud providers (AWS or other) and tailoring apps for cloud deployment
-
Data management skills
Education :
- Degree in Computer Engineering or Computer Science
- 1-3 years of equivalent experience in DevOps roles.
- Work conducted is focused on business outcomes
- Can work in an environment with a high level of autonomy (at the individual and team level)
-
Comfortable working in an open, collaborative environment, reaching across functional.
Our Offering :
- True start-up experience - no bureaucracy and a ton of tough decisions that have a real impact on the business from day one.
-
The camaraderie of an amazingly talented team that is working tirelessly to build a great OS for India and surrounding markets.
Perks :
- Awesome benefits, social gatherings, etc.
- Work with intelligent, fun and interesting people in a dynamic start-up environment.
- Strong understanding of PHP back-end development, including creating WordPress themes and plugins plus customizing them.
- Good understanding of front-end technologies, including HTML5, CSS3, JavaScript, jQuery
- Ability to convert comprehensive layout and wireframes into working HTML pages
- Knowledge of how to interact with RESTful APIs and formats (JSON, XML)
- Proficient understanding of code versioning tools (such as Git, SVN, and Mercurial)
- Experience building user interfaces for websites and/or web applications
- Experience designing and developing responsive design websites
- Comfortable working with debugging tools like Firebug, Chrome inspector, etc.
- Ability to understand CSS changes and their ramifications to ensure consistent style across platforms and browsers
- B.Tech/MTech from tier 1 institution
- 8+years of experience in machine learning techniques like logistic regression, random forest, boosting, trees, neural networks, etc.
- Showcased experience with Python, SQL and proficiency in Scikit Learn, Pandas, NumPy, Keras and TensorFlow/pytorch
- Experience of working with Qlik sense or Tableau is a plus
Company Introduction
Edfone is an educational technology company, which creates smart tools for students.
This position is for a global project where your work will create an impact on students across the globe. Being one of the early in-house team members you will get to enjoy interacting with founding team and working with early customers - students and teachers. And as always, you will be eligible for a fair share of startup benefits. If you are someone who loves to write mouth watering code and is game to for an exciting ride to help students across the world learn better, do see if you have the skills we need and apply.
Job Description
We are looking for a React Native developer interested in building performant mobile apps on both the iOS and Android platforms. You will be responsible for architecting and building these applications, as well as coordinating with the teams responsible for other layers of the product infrastructure. Building a product is a highly collaborative effort, and as such, a strong team player with a commitment to perfection is required.
Responsibilities
- Build pixel-perfect, buttery smooth UIs across both mobile platforms.
- Leverage native APIs for deep integrations with both platforms.
- Diagnose and fix bugs and performance bottlenecks for performance that feels native.
- Reach out to the open source community to encourage and help implement mission-critical software fixes
- Maintain code and write automated tests to ensure the product is of the highest quality.
- Transition ownership of existing React Native apps from out sourced developers to in-house
Skills
- Firm grasp of the JavaScript and its nuances, including ES6+ syntax
- Knowledge of functional or object-oriented programming
- Ability to write well-documented, clean Javascript code
- Rock solid at working with third-party dependencies and debugging dependency conflicts
- Familiarity with native build tools, like XCode, Gradle, Android Studio
- Understanding of REST APIs, the document request model, and offline storage
- Experience with automated testing suites, like Jest or Mocha