11+ Generalized linear model Jobs in Bangalore (Bengaluru) | Generalized linear model Job openings in Bangalore (Bengaluru)

Senior Big Data Engineer 

Note:   Notice Period : 45 days 

Banyan Data Services (BDS) is a US-based data-focused Company that specializes in comprehensive data solutions and services, headquartered in San Jose, California, USA. 

We are looking for a Senior Hadoop Bigdata Engineer who has expertise in solving complex data problems across a big data platform. You will be a part of our development team based out of Bangalore. This team focuses on the most innovative and emerging data infrastructure software and services to support highly scalable and available infrastructure. 

It's a once-in-a-lifetime opportunity to join our rocket ship startup run by a world-class executive team. We are looking for candidates that aspire to be a part of the cutting-edge solutions and services we offer that address next-gen data evolution challenges. 

Key Qualifications

·   5+ years of experience working with Java and Spring technologies

· At least 3 years of programming experience working with Spark on big data; including experience with data profiling and building transformations

· Knowledge of microservices architecture is plus 

· Experience with any NoSQL databases such as HBase, MongoDB, or Cassandra

· Experience with Kafka or any streaming tools

· Knowledge of Scala would be preferable

· Experience with agile application development 

· Exposure of any Cloud Technologies including containers and Kubernetes 

· Demonstrated experience of performing DevOps for platforms 

· Strong Skillsets in Data Structures & Algorithm in using efficient way of code complexity

· Exposure to Graph databases

· Passion for learning new technologies and the ability to do so quickly 

· A Bachelor's degree in a computer-related field or equivalent professional experience is required

Key Responsibilities

· Scope and deliver solutions with the ability to design solutions independently based on high-level architecture

· Design and develop the big data-focused micro-Services

· Involve in big data infrastructure, distributed systems, data modeling, and query processing

· Build software with cutting-edge technologies on cloud

· Willing to learn new technologies and research-orientated projects 

· Proven interpersonal skills while contributing to team effort by accomplishing related results as needed 

Position: Lead Software Engineer 

Job Overview:

Lead ETL Engineer with SSIS (SQL Server Integration Services) knowledge is primarily responsible for designing, developing, and maintaining ETL (Extract, Transform, Load) workflows and data integration processes to support enterprise data solutions. 

Key Responsibilities and Duties  

Lead the software development team: 

• Lead a team of software engineers in designing, developing, and maintaining ETL Framework. 
• Set and communicate clear expectations for the clients regarding project timelines, quality standards, and deliverables. 
• Experience with Microsoft SQL Server Database, 
• Hands-on experience in writing, optimizing and maintaining complex SQL queries, stored procedures and functions. 
• Design and develop robust, scalable, and efficient database structures based on the organization's requirements. 

SSIS: 

• Design, develop, test, deploy, and maintain SSIS packages for data migration, ETL processes, reporting and to integrate data between various systems. 
• Develop complex SQL queries to extract data from various sources such as Oracle or SQL databases. 
• Troubleshoot issues related to package execution failures and optimize performance of existing packages. 
• Collaborate with stakeholders to understand business requirements and design solutions using SQL Server Integration Services (SSIS). 
• Work closely with the team to ensure timely delivery of projects. 
• Optimize existing integrations for improved performance and scalability. 
• Design and implement complex SSIS packages for extracting, transforming, and loading data from various sources such as relational databases (SQL Server, Oracle, DB2), flat files, and XML files. 
• Develop ETL best practices, including error handling, logging, checkpoints, and data quality assurance. 
• Write efficient SQL queries, stored procedures, functions, and triggers to support ETL processes. 
• Optimize SSIS packages and SQL queries for maximum performance using techniques such as parallelization, lookup caching, and bulk loading. 
• Create and maintain design documentation such as data models, mapping documents, data flow diagrams, and architecture diagrams. 
• Collaborate with business analysts, BI teams, and other stakeholders to understand requirements and deliver data solutions for reporting and analytics. 
• Schedule and monitor SSIS workflows using SQL Server Agent or other scheduling tools, ensuring timely and error-free data loads. 
• Troubleshoot, debug, and test SSIS packages and backend database processes to ensure data accuracy and system reliability. 
• Participate in resource planning, task estimation, and code review processes. 

Collaborate with cross-functional teams: 

• Work with other teams such as product management, quality assurance, and user experience to ensure that software applications meet business requirements and user needs. 
• Communicate effectively with team members and stakeholders. 

Stay up to date with emerging trends and technologies: 

• Keep up to date with emerging trends and technologies in the software development industry. 
• Make recommendations for improvements to existing software applications and processes. 

Mandatory skills 

SSIS, understanding of ETL Framework, able to design and implement SSIS 

Qualifications 

• Bachelor’s degree in computer science or related field. 
• 6-9 years of experience in software development. 
• Proven leadership experience in leading ETL teams. 
• Knowledge of software development methodologies such as Agile or Scrum. 
• Ability to mentor and train junior team members. 

Job description

Role: Junior Content Writer

Job Type: Full-time

Exp: 0- 1yrs

Location: Ambattur, Chennai

Requirements:

Key Responsibilities:

• Content Creation: Write, edit, and publish engaging content for various platforms, including blogs, websites, social media, and marketing materials.
• Research: Conduct thorough research to ensure content accuracy and relevance, utilizing credible sources and industry insights.
• SEO Optimization: Implement SEO best practices to improve content visibility and drive organic traffic.
• Collaboration: Work closely with marketing, design, and product teams to develop cohesive content strategies and campaigns.
• Content Management: Maintain an organized content calendar and ensure timely delivery of all written materials.
• Audience Engagement: Analyze audience engagement metrics to inform content strategy and improve overall effectiveness.
• Proofreading: Edit and proofread content to ensure clarity, consistency, and adherence to brand guidelines.

Qualifications:

• Education: Bachelor’s degree in English, Communications, Journalism, or a related field.
• Skills:
• Exceptional writing, editing, and proofreading skills.
• Strong understanding of SEO principles and content marketing strategies.
• Familiarity with content management systems (CMS) and basic HTML is a plus.
• Ability to adapt writing style to suit different audiences and platforms.

Benefits:

• Opportunities for professional growth and skill development.
• Provident Fund and ESI
• Team outing and Team Lunch

If you are passionate about Writing and have a strong foundation, we encourage you to apply!

with the subject line "Application for Content Writer".

Let’s get started on building your path to success!

Job Title: Android Developer

Experience: 4 to 5 Years

Location: Bangalore, Pune, Gurgaon, Chennai, Bhopal, Jaipur

Work Mode: Hybrid (2-3 Days Work from Office)

Notice Period: Immediate joiners preferred

About the Role

We are seeking a skilled and passionate Android Developer with 4-5 years of hands-on experience to join our mobile development team. The ideal candidate should have solid experience in building native Android applications using Java and Kotlin, with a deep understanding of Android SDKs and design patterns. You will be working in a collaborative environment on scalable and user-centric mobile apps for various domains.

Required Skills

• Strong experience in Android Development using Java and Kotlin.
• In-depth understanding of Android SDK, Android Studio, and different Android versions.
• Familiarity with MVVM/MVP architecture, Jetpack components, LiveData, and ViewModel.
• Experience with third-party libraries and APIs (Retrofit, Glide, Firebase, etc.).
• Knowledge of unit testing, debugging, and optimization for performance.
• Understanding of Google’s Android design principles and interface guidelines.
• Strong knowledge of mobile UI/UX standards and guidelines.
• Familiarity with version control tools like Git.

.Key Responsibilities

• Design, develop, and maintain high-performance Android applications.
• Write clean, efficient, and well-documented code in Java and Kotlin..
• Ensure the performance, quality, and responsiveness of applications.
• Identify and correct bottlenecks and fix bugs.
• Work on continuous improvement of application performance and user experience.
• Integrate RESTful APIs and third-party services.
• Participate in code reviews and mentor junior developers.

Mandatory Requirement

• Valid Passport is a must. Candidates without a valid passport will not be considered.

Why Join Us?

Be a part of an innovative team where your work directly impacts user experience at scale. Work in a hybrid environment that promotes both productivity and flexibility, with exposure to international projects and cutting-edge technologies.

Location:  Pune/Nagpur,Goa,Hyderabad/Bangalore

Job Requirements:

• 9 years and above of total experience preferably in bigdata space.
• Creating spark applications using Scala to process data.
• Experience in scheduling and troubleshooting/debugging Spark jobs in steps.
• Experience in spark job performance tuning and optimizations.
• Should have experience in processing data using Kafka/Pyhton.
• Individual should have experience and understanding in configuring Kafka topics to optimize the performance.
• Should be proficient in writing SQL queries to process data in Data Warehouse.
• Hands on experience in working with Linux commands to troubleshoot/debug issues and creating shell scripts to automate tasks.
• Experience on AWS services like EMR.

Responsibilities

• The successful candidate must have hands-on testing experience on any web application (Any Architecture) and should have in-depth knowledge on the architecture of current/previous projects.
• The successful candidate must have hands-on testing experience on testing UI / Front End on different configurations of browsers.
• The successful candidate must have excellent knowledge on Testing Methodologies & defect Management systems
• The successful candidate must have Good knowledge on CRM domain
• The successful candidate will need to work closely with other teams in IT including Business Solution Analyst, Engineering & Release Management,
• The successful candidate will be responsible for collaborating with other engineers and project stakeholders on the test case Sign off, test case execution and test reporting of solutions and integrations.
• The successful candidate will be responsible for functional, integration and system testing the integrations using the appropriate technology/tools. They will work closely with the Engineering team to validate their integration, and with Operations to investigate, troubleshoot, and address production issues.

Requirements

• Minimum 3 to 5 + years Experience in Web Application Testing on multiple configurations of browsers
• Knowledge of Database (any) and ability to write SELECT queries with ease.
• Experience on testing web services is an advantage.
• Proven track record of designing test plans and test cases and executing the integration projects on the Force.com platform
• Adhere to STLC standards.
• Excellent in communication skills & a good team player.
• Quality Certifications would be advantage.
• Knowledge of validating, and troubleshooting XML schemas.
• Knowledge on Performance / Security tools is an advantage.
• Experience with Test management tools (i.e JIRA), test automation (i.e QTP , Selenium) and defect tracking tools (JIRA)

Desirable Skills

• Prior experience with any marketing automation tool, such has Hubspot, Eloqua, Exact target, Adobe Campaign, Adobe MArketo will be a advantage.
• Hands on experience on OOB solution testing, Cloud Based testing
• Adobe Marketing cloud product knowledge
• Hands-on experience on testing workflow based applications with keen attention to integration between various systems.
• Hands on Experience on Automating web applications will be an advantage.
• Knowledge on any automation tool that can be used on CRM Applications is a desirable;

• Owning Fintech Fraud Risk products across account opening and account and activity monitoring
• Defining OKRs for success such as % approvals, bp in losses, good customer friction, precision/ recall etc.
• Thinking out of the box and identifying opportunities where we can build world class Fraud Risk solutions either in-house or via partnerships
• Working with Engineering to create risk capabilities, analytics and decisioning logic to identify, analyze and prevent suspicious activities, including but not limited to: Identity Fraud, Account Takeover/ Abuse Fraud, Transactions Risk, Unauthorized Chargeback Risk etc.
• Driving Proof of Concepts and Demos to illustrate the company's capabilities
• Working with Sales, Business Operations and Engineering to meet internal and external stakeholder needs
• Researching emerging issues impacting Fintech players and ideating on solving their digital risks through innovation
• Validating supply partnerships to be used in solutioning, where needed
• Collaborating with external partners and clients and standardizing integration strategy for the company's input/ output and client feedback loops

Desired Candidate Profile

• 5-7 years of experience in Product Management, preferably in Financial Fraud Risk
• Career concentration in Fintechs, Payments or Risk Service Providers
• Experience in developing requirements for Risk score-based rules engines, Classification and Regression models etc.
• Bachelor’s degree or higher, preferably in Maths, Statistics or an area of Technology
• Strong quantitative abilities, distinctive problem-solving and excellent analytics skills
• Strong organizational, communication, presentation and project management skills
• Experience with analytical/ statistical tools like SQL, SAS, Altair Knowledge Studio, R or Python preferable
• Experience in experimentation and A/B testing a plus
• Strong sense of product design and customer empathy    

Job Title: Chief Engineer: Deep Learning Compiler Expert

You will collaborate with experts in machine learning, algorithms and software to lead our effort of deploying machine learning models onto Samsung Mobile AI platform.

In this position, you will contribute, develop and enhance our compiler infrastructure for high-performance by using open-source technology like MLIR, LLVM, TVM and IREE.

Necessary Skills / Attributes:

• 6 to 15 years of experience in the field of compiler design and graph mapping.
• 2+ years hands-on experience with MLIR and/or LLVM.
• Experience with multiple toolchains, compilers, and Instruction Set Architectures.
• Strong knowledge of resource management, scheduling, code generation, and compute graph optimization.
• Strong expertise in writing modern standards (C++17 or newer) C++ production quality code along test-driven development principles.
• Comfortable and experienced in software development life cycle - coding, debugging, optimization, testing, and continuous integration.
• Familiarity with parallelization techniques for ML acceleration.
• Experience working on and contributing to an active compiler toolchain codebase, such as LLVM, MLIR, or Glow.
• Experience in deep learning algorithms and techniques, e.g., convolutional neural networks, recurrent networks, etc.
• Experience of developing in a mainstream machine-learning framework, e.g. PyTorch, Tensorflow or Caffe.
• Experience operating in a fast-moving environment where the workloads evolve at a rapid pace.
• Understanding of the interplay of hardware and software architectures on future algorithms, programming models and applications.
• Experience developing innovative architectures to extend the state of the art in DL performance and efficiency.
• Experience with Hardware and Software Co-design.

M.S. or higher degree, in CS/CE/EE or equivalent with industry or open-source experience.

Work Profile:

• Design, implement and test compiler features and capabilities related to infrastructure and compiler passes.
• Ingest CNN graphs in Pytorch/TF/TFLite/ONNX format and map them to hardware implementations, model data-flows, create resource utilization cost-benefit analysis and estimate silicon performance.
• Develop graph compiler optimizations (operator fusion, layout optimization, etc) that are customized to each of the different ML accelerators in the system.
• Integrate open-source and vendor compiler technology into Samsung ML internal compiler infrastructure.
• Collaborate with Samsung ML acceleration platform engineers to guide the direction of inferencing and provide requirements and feature requests for hardware vendors.
• Closely follow industry and academic developments in the ML compiler domain and provide performance guidelines and standard methodologies for other ML engineers.
• Create and optimize compiler backend to leverage the full hardware potential, efficiently optimizing them using novel approaches.
• Evaluate code performance, debug, diagnose and drive resolution of compiler and cross-disciplinary system issues.
• Contribute to the development of machine-learning libraries, intermediate representations, export formats and analysis tools.
• Communicate and collaborate effectively with cross-functional hardware and software engineering teams.
• Champion engineering and operational excellence, establishing metrics and processes for regular assessment and improvement.

Keywords to source candidates

Senior Developer, Deep Learning, Prediction engine, Machine Learning, Compiler

• Scheduling of telephone interviews
• Scheduling of complex interview loops often involving up to seven participants in multiple time zones
• Updating in-house recruiting systems
• Liaising with candidates
• Attending management meetings

Requirements:

• Strong knowledge of Microsoft office
• Prior experience of working on high volume recruiting campaigns
• Strong team player
• Above all else, you must be highly organized and possess excellent customer service skills.
• You must be a Problem Solver and able to partner with businesses to arrive at solutions
• Obsessive attention to detail
• Diploma in HR, Business Management, or similar
• Several years prior experience of working in an HR or recruiting function in an administration or coordination capacity
• Extensive experience using Applicant Tracking Systems
• Experience in supporting full life-cycle recruiting function within a corporate or recruitment agency environment
• Previous experience in a complex matrix organization
• Technology industry experience