Machine Learning (ML)
Data Science
PHP
Java
ScalaLogiNext is looking for a technically savvy and passionate Senior Software Engineer - Data Science to analyze large amounts of raw information to find patterns that will help improve our company. We will rely on you to build data products to extract valuable business insights.
In this role, you should be highly analytical with a knack for analysis, math and statistics. Critical thinking and problem-solving skills are essential for interpreting data. We also want to see a passion for machine-learning and research.
Your goal will be to help our company analyze trends to make better decisions. Without knowledge of how the software works, data scientists might have difficulty in work. Apart from experience in developing R and Python, they must know modern approaches to software development and their impact. DevOps continuous integration and deployment, experience in cloud computing are everyday skills to manage and process data.
Responsibilities :
Adapting and enhancing machine learning techniques based on physical intuition about the domain Design sampling methodology, prepare data, including data cleaning, univariate analysis, missing value imputation, , identify appropriate analytic and statistical methodology, develop predictive models and document process and results Lead projects both as a principal investigator and project manager, responsible for meeting project requirements on schedule and on budget Coordinate and lead efforts to innovate by deriving insights from heterogeneous sets of data generated by our suite of Aerospace products Support and mentor data scientists Maintain and work with our data pipeline that transfers and processes several terabytes of data using Spark, Scala, Python, Apache Kafka, Pig/Hive & Impala Work directly with application teams/partners (internal clients such as Xbox, Skype, Office) to understand their offerings/domain and help them become successful with data so they can run controlled experiments (a/b testing) Understand the data generated by experiments, and producing actionable, trustworthy conclusions from them Apply data analysis, data mining and data processing to present data clearly and develop experiments (ab testing) Work with development team to build tools for data logging and repeatable data tasks tol accelerate and automate data scientist duties
Requirements:
Bachelor’s or Master’s degree in Computer Science, Math, Physics, Engineering, Statistics or other technical field. PhD preferred 4 to 7 years of experience in data mining, data modeling, and reporting 3+ years of experience working with large data sets or do large scale quantitative analysis Expert SQL scripting required Development experience in one of the following: Scala, Java, Python, Perl, PHP, C++ or C# Experience working with Hadoop, Pig/Hive, Spark, MapReduce Ability to drive projects Basic understanding of statistics – hypothesis testing, p-values, confidence intervals, regression, classification, and optimization are core lingo Analysis - Should be able to perform Exploratory Data Analysis and get actionable insights from the data, with impressive visualization. Modeling - Should be familiar with ML concepts and algorithms; understanding of the internals and pros/cons of models is required. Strong algorithmic problem-solving skills Experience manipulating large data sets through statistical software (ex. R, SAS) or other methods Superior verbal, visual and written communication skills to educate and work with cross functional teams on controlled experiments Experimentation design or A/B testing experience is preferred. Experince in team management.
Shubham Vishwakarma
Full Stack Developer - Averlon
About LogiNext
About
LogiNext is amongst the fastest growing tech company, providing solutions to simplify and automate the ecosphere of logistics and supply chain management. Our aim is to organize the daunting process of logistics and supply chain planning, with an array of SaaS driven by the most robust enterprise solutions globally.
Our clientele is spread across the globe and we empower them to optimize their supply chain operations by unique data capturing, advanced analytics and visualization. From inception, LogiNext has been an industry leader and recipient of awards like NetApp's Innovative Tech Company of the year, Entrepreneur's Logistics Firm of the Year, Aegis's innovation in Big Data, CIO Choice Award for best supply chain logistics cloud solutions, etc.
Backed by influential industry leaders like PayTM and Indian Angel Network and with partners like IBM, Microsoft, Google, AWS and Samsung, LogiNext has achieved exponential success in a very short span of time and is set to exceed 300% growth by the end of 2016. The true growth hackers, who paved way for this success are the people working exceptionally hard and adding value to our organisation. Our brand ambassadors - that's how we address our people, bring unique values, discipline and problem-solving skills to nurture the innovative and entrepreneurial work culture at LogiNext. Passion, versatility, expertise and a hunger for success is the Mantra chanted by every Logi-Nexter!
Company video
Company social profiles
Similar jobs
Role - Social Media Executive
About Company :-
Our client is a Tech Based Platform for freelance Photographer, Videographers, Food stylist and Cinematographer. Founded by alumni of IIM Bangalore. They are operational in about 100 Cities and 28 Countries. Leader in Food and Real Estate Photography. Done about 7000+ projects across the Globe.
Job description :-
1. Plan, monitor & execute social media activities on channels like Facebook, Instagram, Linkedin, Twitter, etc.
2. Run ads on Facebook, Instagram, Google, and other similar channels.
3. Be actively involved in SEO efforts (keyword, image optimisation etc.)
4. Website content management
5. Measure performance of digital marketing efforts using a variety of Web analytics tools (Google Analytics etc.)
6. Coordinate and work with any external stakeholders like marketing agency, content writers, etc.
7. Provide creative ideas for content marketing.
Minimum experience - 2 years
Java
Spring Boot- Build applications to solve business problems in healthcare using Machine Learning techniques and software technologies
- Designing and developing machine learning models
- Running machine learning tests and experiments
- Work with the product and operations team to understand the business
requirements
- Create epics and user stories from requirements
- Prioritize the work based on the changing client requirements
Skills and Specifications:
Required Skills
- Experience in coding with Java
- Experience in working with Spring Framework
- Experience with basic API protocols
- Experience with developing, debugging and dev testing
- Decent communication skills
Nice to have
- Experience with distributed storage & Database Systems (SQL or
NoSQL, eg MySQL or MongoDB)
- Experience with production quality management, deployment &
monitoring.
- Experience with Tomcat, Nginx & Linux.
- Experience with Cloud Technologies (AWS, Azure, Oracle Cloud
etc)
- Product understanding skills.
Vue.js
AngularJS (1.x)
Angular (2+)
React.js
JavascriptWe are looking for a Laravel developer with the technical skills to implement server-side code written in the Laravel framework. Your main responsibility lies in the development and implementation of applications written in PHP laravel .
Responsibility :
- Design and implement web applications that use the Laravel framework.
- Implement server side logic to process front inputs.
- Identify and fix bugs that are found within code.
- Interact with SQL databases.
- Ensure all inputs going to a database have been parameterized.
- Ensure the appropriate security standards have been implemented.
- Troubleshooting issues in the implementation and debug builds.
- Maintaining web-based applications.
- Presenting work in meetings with clients and management.
Desired Skill Set:
- The ability to problem-solve and critically think.
- High level of knowledge of PHP and the Laravel framework
- Web Development Skill.
- Understanding of OOP & MVC pattern.
- Understanding of SQL databases.
- The desire and ability to learn.
- Good interpersonal skills.
JavaSpring BootExperience Required: 5 -10 yrs.
Job location: Sec-62, Noida
Work from office (Hybrid)
Development Platform: Backend Development- Java/J2EE, Struts, Spring, MySQL, OWASP
Job Brief:
Requirements:
· 5+ years of experience in developing distributed, multi-tier enterprise applications, APIs.
· Fully participated in several major product development cycles.
· Solid background in design, OOP, object, and data modelling.
· Deep working knowledge of Java, Struts,Spring, Relational Database.
· Experience in design and implementation of service interface and public APIs.
· Actively involved/writing codes in current project.
· Development knowledge and experience of working with AWS, Azure etc. will be an added plus.
· Clear Understanding and Hands on experience on OWASP Top 10 Vulnerability standards like XSS, CSRF, SQL injection, session hijacking, and authorization bypass vulnerabilities.
· Find and resolve the security concerns on the product/application.
· Good Documentation, reporting, Strong communication, and collaboration skills with various levels of executives from top management to technical team members across the organization.
· Strong self-starter who can operate independently.
Requirements
C#About the role:
We are a team of talented independent game developers building the future of indie games. We are a fully remote team working on a wide range of genres and platforms. https://www.hopscotchgames.org/
We are looking for an experienced game developer and designer for a new suite of 2D/3D mobile video games. You should be able to lead both the technical and design effort for the creation of a game concept. You should be very skilled with Unity3D and C#. You should also
have the ability to generate and refine fun game mechanics that fit the company’s
product requirements.
You’ll be joining a fast-paced and dynamic game studio where you will have the opportunity
to expand your knowledge
to develop games across a wide variety of genres. You’ll be working closely with game development veterans who have shipped award winning games.
Key responsibilities:
- Code and develop new & existing games and features such as gameplay, APIs, prototypes, implementation of SDKs, etc.
- Inspire technical solutions while spearheading multiple 2D/3D games.
- Review code and design decisions with teammates and propose changes and improvements to promote scalable, reliable and maintainable technologies for our 2D/3D gaming platforms.
- Provide feedback to help shape the final product of our games in terms of gameplay and user experience.
- Monitor the technical performance of 2D/3D games including server code performance, server-client communication issues, bugs, and crashes.
- Demonstrated ability to work well with Art, Marketing, Production, and Engineering staff to efficiently deliver the best games while meeting the goals and requirements of each of those teams.
- Ability to generate and refine fun filled
- 2D/3D game mechanics and themes.
- Commitment to quality on time execution.
- Strong written and verbal English communication skills.
- Write clear and concise game design documents.
- Drive prototyping, mechanics, pacing, tuning, tutorial, usability, level ramp, story, meta-structure, aesthetics, and creative vision of projects assigned to you.
- Use a metrics-driven approach to game design, learning from users, as you drive retention, virality and monetization into the game’s design.
Does this sound like you?
Must-haves:
- A degree or certification in computer science or a related field preferred
- 3+ years of experience working as 2D/3D Game Developer and/or Designer
- Enjoys working on all types of game designs
- Create and articulate innovative design concepts and game flow
- Strong understanding of player experience and design fundamentals
Kubernetes
DockerRole Summary
In this role, you will lead the DevOps function at the organisation and work through all
facets of software development: design, prototype, implementation, testing and
documentation.
Responsibilities
- Design, prototype, implement, test and troubleshoot deployment strategies
- BS in Computer Science, Mathematics, Engineering or equivalent. MS or higher degree
- preferred.
- Design continuous integration and delivery pipelines using latest tools and platformsv
- Demonstrated understanding and hands-on experience in Kubernetes, K8s-Ingress,
- Docker, AWS EC2, VPC, Route53, ELB, RDS, MongoDB, Helm, Rancher, Jenkins,
- VPN, GKE.
- Create high level deployment design (HLSD) documents and outline software solutions
- Strong DevOps Management experience with focus on server-side development and
- database design
- Optimize application for maximum speed and scalability
- Strong understanding of web technologies, web services, communication protocols,
- (REST, SOAP API’s) and a proven track record in developing communication between
- desktop applications and web services
- Knowledge of Agile software development methodologies
- Cooperating with the back-end developer in the process of building the RESTful API
Qualification
- Experience with working on code enhancements within a large, complex software
- system
- Create server side deployment primarily in the Cloud, Collaboration space
- 10+ years of relevant experience in developing and managing web/app products.
- Experience with a few of these languages: Shell, Ruby/ JRuby, Python, PowerShell, Java,
- Go
- Hands-on experience in deploying and managing highly scalable cloud applications
- using AWS,Google Cloud
- Assure that all user input is validated before submitting to back-end
- Basic understanding of cloud security and hands on experience in building secure
- systems.
- Prepare accurate implementation task lists / time estimates and deliver assignments as
- per functional specifications, quality standards and project schedulesvvvv
C++Selected candidates day-to-day responsibilities include:
- Working on computer vision/image processing applications like object classification, segmentation, etc.
- Working on deep learning algorithms for machine vision based inspection usecases
- Working on Machine Vision Cameras involving variety of Lens, Filters and other Optical Elements to collect data
- Having full stack development experience will be plus
PythonData Science
R ProgrammingAbout us
DataWeave provides Retailers and Brands with “Competitive Intelligence as a Service” that enables them to take key decisions that impact their revenue. Powered by AI, we provide easily consumable and actionable competitive intelligence by aggregating and analyzing billions of publicly available data points on the Web to help businesses develop data-driven strategies and make smarter decisions.
Data Science@DataWeave
We the Data Science team at DataWeave (called Semantics internally) build the core machine learning backend and structured domain knowledge needed to deliver insights through our data products. Our underpinnings are: innovation, business awareness, long term thinking, and pushing the envelope. We are a fast paced labs within the org applying the latest research in Computer Vision, Natural Language Processing, and Deep Learning to hard problems in different domains.
How we work?
It's hard to tell what we love more, problems or solutions! Every day, we choose to address some of the hardest data problems that there are. We are in the business of making sense of messy public data on the web. At serious scale!
What do we offer?
● Some of the most challenging research problems in NLP and Computer Vision. Huge text and image
datasets that you can play with!
● Ability to see the impact of your work and the value you're adding to our customers almost immediately.
● Opportunity to work on different problems and explore a wide variety of tools to figure out what really
excites you.
● A culture of openness. Fun work environment. A flat hierarchy. Organization wide visibility. Flexible
working hours.
● Learning opportunities with courses and tech conferences. Mentorship from seniors in the team.
● Last but not the least, competitive salary packages and fast paced growth opportunities.
Who are we looking for?
The ideal candidate is a strong software developer or a researcher with experience building and shipping production grade data science applications at scale. Such a candidate has keen interest in liaising with the business and product teams to understand a business problem, and translate that into a data science problem.
You are also expected to develop capabilities that open up new business productization opportunities.
We are looking for someone with a Master's degree and 1+ years of experience working on problems in NLP or Computer Vision.
If you have 4+ years of relevant experience with a Master's degree (PhD preferred), you will be considered for a senior role.
Key problem areas
● Preprocessing and feature extraction noisy and unstructured data -- both text as well as images.
● Keyphrase extraction, sequence labeling, entity relationship mining from texts in different domains.
● Document clustering, attribute tagging, data normalization, classification, summarization, sentiment
analysis.
● Image based clustering and classification, segmentation, object detection, extracting text from images,
generative models, recommender systems.
● Ensemble approaches for all the above problems using multiple text and image based techniques.
Relevant set of skills
● Have a strong grasp of concepts in computer science, probability and statistics, linear algebra, calculus,
optimization, algorithms and complexity.
● Background in one or more of information retrieval, data mining, statistical techniques, natural language
processing, and computer vision.
● Excellent coding skills on multiple programming languages with experience building production grade
systems. Prior experience with Python is a bonus.
● Experience building and shipping machine learning models that solve real world engineering problems.
Prior experience with deep learning is a bonus.
● Experience building robust clustering and classification models on unstructured data (text, images, etc).
Experience working with Retail domain data is a bonus.
● Ability to process noisy and unstructured data to enrich it and extract meaningful relationships.
● Experience working with a variety of tools and libraries for machine learning and visualization, including
numpy, matplotlib, scikit-learn, Keras, PyTorch, Tensorflow.
● Use the command line like a pro. Be proficient in Git and other essential software development tools.
● Working knowledge of large-scale computational models such as MapReduce and Spark is a bonus.
● Be a self-starter—someone who thrives in fast paced environments with minimal ‘management’.
● It's a huge bonus if you have some personal projects (including open source contributions) that you work
on during your spare time. Show off some of your projects you have hosted on GitHub.
Role and responsibilities
● Understand the business problems we are solving. Build data science capability that align with our product strategy.
● Conduct research. Do experiments. Quickly build throw away prototypes to solve problems pertaining to the Retail domain.
● Build robust clustering and classification models in an iterative manner that can be used in production.
● Constantly think scale, think automation. Measure everything. Optimize proactively.
● Take end to end ownership of the projects you are working on. Work with minimal supervision.
● Help scale our delivery, customer success, and data quality teams with constant algorithmic improvements and automation.
● Take initiatives to build new capabilities. Develop business awareness. Explore productization opportunities.
● Be a tech thought leader. Add passion and vibrance to the team. Push the envelope. Be a mentor to junior members of the team.
● Stay on top of latest research in deep learning, NLP, Computer Vision, and other relevant areas.
Java
Follow CutshortShubham Vishwakarma
Full Stack Developer - Averlon