11+ Statistical semantics Jobs in Bangalore (Bengaluru) | Statistical semantics Job openings in Bangalore (Bengaluru)
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- Understand the business drivers and analytical use-cases.
- Translate use cases to data models, descriptive, analytical, predictive, and engineering outcomes.
- Explore new technologies and learn new techniques to solve business problems creatively
- Think big! and drive the strategy for better data quality for the customers.
- Become the voice of business within engineering and of engineering within the business with customers.
- Collaborate with many teams - engineering and business, to build better data products and services
- Deliver the projects along with the team collaboratively and manage updates to customers on time
What we're looking for :
- Hands-on experience in data modeling, data visualization, and pipeline design and development
- Hands-on exposure to Machine learning concepts like supervised learning, unsupervised learning, RNN, DNN.
- Prior experience working with business stakeholders, in an enterprise space is a plus
- Great communication skills. You should be able to directly communicate with senior business leaders, embed yourself with business teams, and present solutions to business stakeholders
- Experience in working independently and driving projects end to end, strong analytical skills.
- Strong hands-on code development experience in JAVA 14+, Restful Service, Spring Boot, JDBC Template.
- Experience in SQL scripting
- Experienced in developing and deploying web applications using Spring MVC and Spring boot.
- Hands on experience in one of the IDE’s – Eclipse or IntelliJ
- Experience with Tools- Maven, Jenkins
- Experience in entire software development life cycle from analysis, coding, testing, debugging and publishing using GIT
- AWS Services will be an added advantage
- Experience Kafka, K8s and Containers will be an added advantag.
Excellent communication, interpersonal & analytical skills with proven abilities in resolving the complex software issues
Job Description:
- Bachelor’s or Master’s degree in Computer Science, Engineering, or a related field.
- 7+ years of experience in backend development, with proficiency in Python and/or Golang.
- Strong experience in front-end technologies, particularly React.
- Familiarity with cloud platforms (AWS, GCP, or Azure) and containerization tools like Docker and Kubernetes.
- Knowledge of Apache Spark is highly preferred.
- Solid understanding of database technologies, both relational (e.g., PostgreSQL, MySQL) and NoSQL (e.g., MongoDB, Cassandra).
- Experience with CI/CD pipelines and automated testing frameworks.
- Excellent problem-solving skills and a proactive attitude toward tackling challenges
Good experience in the Extraction, Transformation, and Loading (ETL) of data from various sources into Data Warehouses and Data Marts using Informatica Power Center (Repository Manager,
Designer, Workflow Manager, Workflow Monitor, Metadata Manager), Power Connect as ETL tool on Oracle, and SQL Server Databases.
Knowledge of Data Warehouse/Data mart, ODS, OLTP, and OLAP implementations teamed with
project scope, Analysis, requirements gathering, data modeling, ETL Design, development,
System testing, Implementation, and production support.
Strong experience in Dimensional Modeling using Star and Snow Flake Schema, Identifying Facts
and Dimensions
Used various transformations like Filter, Expression, Sequence Generator, Update Strategy,
Joiner, Stored Procedure, and Union to develop robust mappings in the Informatica Designer.
Developed mapping parameters and variables to support SQL override.
Created applets to use them in different mappings.
Created sessions, configured workflows to extract data from various sources, transformed data,
and loading into the data warehouse.
Used Type 1 SCD and Type 2 SCD mappings to update slowly Changing Dimension Tables.
Modified existing mappings for enhancements of new business requirements.
Involved in Performance tuning at source, target, mappings, sessions, and system levels.
Prepared migration document to move the mappings from development to testing and then to
production repositories
Extensive experience in developing Stored Procedures, Functions, Views and Triggers, Complex
SQL queries using PL/SQL.
Experience in resolving on-going maintenance issues and bug fixes; monitoring Informatica
/Talend sessions as well as performance tuning of mappings and sessions.
Experience in all phases of Data warehouse development from requirements gathering for the
data warehouse to develop the code, Unit Testing, and Documenting.
Extensive experience in writing UNIX shell scripts and automation of the ETL processes using
UNIX shell scripting.
Experience in using Automation Scheduling tools like Control-M.
Hands-on experience across all stages of Software Development Life Cycle (SDLC) including
business requirement analysis, data mapping, build, unit testing, systems integration, and user
acceptance testing.
Build, operate, monitor, and troubleshoot Hadoop infrastructure.
Develop tools and libraries, and maintain processes for other engineers to access data and write
MapReduce programs.
Company Name: Curl Tech
Location: Bangalore
Website: www.curl.tech
Company Profile: Curl Tech is a deep-tech firm, based out of Bengaluru, India. Curl works on developing Products & Solutions leveraging emerging technologies such as Machine Learning, Blockchain (DLT) & IoT. We work on domains such as Commodity Trading, Banking & Financial Services, Healthcare, Logistics & Retail.
Curl has been founded by technology enthusiasts with rich industry experience. Products and solutions that have been developed at Curl, have gone on to have considerable success and have in turn become separate companies (focused on that product / solution).
If you are looking for a job, that would challenge you and desire to work with an organization that disrupts entire value chain; Curl is the right one for you!
Designation: Data Scientist or Junior Data Scientist (according to experience)
Job Description:
Good with Machine Learning and Deep learning, good with programming and maths.
Details: The candidate will be working on many image analytics/ numerical data analytics projects. The work involves, data collection, building the machine learning models, deployment, client interaction and publishing academic papers.
Responsibilities:
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The candidate will be working on many image analytics/numerical data projects.
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Candidate will be building various machine learning models depending upon the requirements.
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Candidate would be responsible for deployment of the machine learning models.
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Candidate would be the face of the company in front of the clients and will have regular client interactions to understand that client requirements.
What we are looking for candidates with:
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Basic Understanding of Statistics, Time Series, Machine Learning, Deep Learning, and their fundamentals and mathematical underpinnings.
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Proven code proficiency in Python,C/C++ or any other AI language of choice.
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Strong algorithmic thinking, creative problem solving and the ability to take ownership and do independent
research.
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Understanding how things work internally in ML and DL models is a must.
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Understanding of the fundamentals of Computer Vision and Image Processing techniques would be a plus.
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Expertise in OpenCV, ML/Neural networks technologies and frameworks such as PyTorch, Tensorflow would be a
plus.
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Educational background in any quantitative field (Computer Science / Mathematics / Computational Sciences and related disciplines) will be given preference.
Education: BE/ BTech/ B.Sc.(Physics or Mathematics)/Masters in Mathematics, Physics or related branches.
Responsibilities :
- Assist in requirements gathering and technical planning to design solutions that meet client needs
- Create clean, well-documented, efficient, and standards-compliant code with an eye towards
performance optimization
- Define, design, develop, integrate, test, deploy, maintain, troubleshoot, and enhance applications
and tools written in PHP, JavaScript, HTML, CSS, and other languages, as necessary
- Develop custom modules for integration into ERP, accounting, fulfillment, and marketing systems
- Actively troubleshoot and support applications in production-- critical environments
- Account for client short- and long-term goals when recommending a solution
- Set up, configure, and optimize enterprise-level e-commerce software and servers
- Provide technical leadership in the development and delivery of solutions
- Troubleshoot production application issues under pressure and define a path to resolve them
- Perform team code reviews and provide technical oversight
- Implement and maintain Magento development standards and best practices
- Tracks the work against plan and reports the status on agreed time without fail.
- Interface with the clients to understand and document their needs.
-Ability to mentor team members in core skills
Primary Technical Skills:
Magento
PHP
OOPS
Javascript
XML
JSON
Payment Gateway
RestrictedRestricted
Design Patterns
MVC
Soft Skills
Excellent oral and written communication.
Required Skills:
- 2 to 8 years of experience building scalable, robust Web or e-commerce applications in OOP PHP
- Experience with Magento 2.x
-Minimum 1+ yrs exp in Magento 2.x
- Experience working with the following technologies: Javascript (Prototype and JQuery), XML, JSON,
SQL, PHP, CSS2, CSS3
- Experience with HTML, tableless layout design, and standards-compliant markup
- Experience with OOP PHP (3+ years)
- Experience with site optimization
- Experiences with theme integration and customization
- Knowledge of online payment gateways (e.g., Authorize.net, PayPal, etc.)
- Understanding of the MVC design pattern
- Proficient in authoring, editing, and presenting technical documents
- Prior consulting experience
- Demonstrated ability to adapt and work with team members of various experience levels
- Ability to work with minimal direction with a focus on customer satisfaction
- Excellent written and verbal communication skills
- Some travel will be required for this position
Secondary Skills :
- In-depth knowledge of PCI compliance and other e-commerce industry topics
- Experience with AWS or similar cloud platforms
- Knowledge of caching, and scaling techniques
- Multi-website, store view deploymentRestricted
- Use data to develop machine learning models that optimize decision making in Credit Risk, Fraud, Marketing, and Operations
- Implement data pipelines, new features, and algorithms that are critical to our production models
- Create scalable strategies to deploy and execute your models
- Write well designed, testable, efficient code
- Identify valuable data sources and automate collection processes.
- Undertake to preprocess of structured and unstructured data.
- Analyze large amounts of information to discover trends and patterns.
Requirements:
- 1+ years of experience in applied data science or engineering with a focus on machine learning
- Python expertise with good knowledge of machine learning libraries, tools, techniques, and frameworks (e.g. pandas, sklearn, xgboost, lightgbm, logistic regression, random forest classifier, gradient boosting regressor etc)
- strong quantitative and programming skills with a product-driven sensibility
About the Role:
We are looking for passionate and highly motivated Technologist who has delivered rock solid software solutions for industry leading enterprises with lean and agile teams. We are looking for an engineer with a strong technical background, thorough understanding of testing methodologies, a passion for quality, and a desire to make a positive change in our products.
Roles & Responsibilities
- Work on FieldEZ product development
- Perform requirements analysis, design, coding, unit testing, reviewing and implementation
- Work closely with the manager to prioritize the requirements based on technical dependencies for product development
- Provide mentoring and coaching to junior team members
- Team management and customer management
Skills & Experience
- 5 to 7 years of experience in Information Technology
- Deep understanding and hands on experience in Core Java, J2EE, JavaScript, HTML, Spring, Spring Security, Spring Boot, Microservices, Hibernate, JPA, CSS3, Angular 2+, Jquery, SQL, MySQL, PostgreSQL, Scripting, Stored Procedures, Jenkins, Git
- Experience with REST APIs
- Work on Design patterns, UML Design (Any UML tool is fine), Application and DB clustering.
- Very good understanding of database (MySQL or Oracle), knowledge in query performance optimization
- Knowledge of development lifecycle, standards, approaches, utilities, and environment
- Exposure to responsive / progressive web development would be an added advantage.
Educational Qualification
B.Tech/ B.E or M.Tech/M.E (Computer Science/Information Technology/Electronics & Communication/ Information Science) , MCA from a reputed School and University.




