Deep Learning
Machine Learning (ML)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
Subodh Popalwar
Software Engineer, Memorres
Similar jobs
Vue.js
AngularJS (1.x)
Angular (2+)
React.js
JavascriptResponsibilities include designing and developing high-volume, low-latency applications for mission-critical business systems/application services and modules. Delivering high availability and performance. We expect them to contribute to all phases of the development lifecycle including writing well-designed, testable, efficient code. Must be capable of working independently and collaboratively. Responsibilities: Developer responsibilities include, but are not limited to the following:
• Experience as a Sun Certified Java Developer with proven hands-on Software Development experience. We use Java 8
• 6-10 years Java development experience with JSE/JEE, Java-based Micro-services framework and implementation, Spring framework, Hibernate framework, SQL etc
• Hands on experience on Spring boot & SPARK Microservices and OSGi specifications
• Hands-on experience with ReactJS
• Strong knowledge of micro-service logging, monitoring, debugging and testing
• Implementations experience of micro-service integration, packaging, build automation and deployment
• At least two years of experience in SOA & Microservices based process applications using BPM (Activiti/JBPM/Camunda)
• Object Oriented analysis and design using common design patterns.
• Insight of Java and JEE internals (Class loading, Memory Management, Transaction management etc)
• Excellent knowledge of Relational Databases, SQL and ORM technologies (JPA2, Hibernate)
• Experience in developing web applications using at least one popular web framework (JSF, Wicket, GWT, Spring MVC, Spring Boot)
• Hands-on experience with Relational and NoSQL databases (Mongo DB or Cassandra either one is a must)
• Hands-on experience in one of the cloud AWS, Google or Azure.
• Hands-on with Rest based web services
• Work experience either following CLOUD (AWS or Azure or GCP) will be an advantage.
React.jsAngularJS (1.x)Vue.jsJavascript
HTML/CSSRole Summary:
Front-end Developer who would contribute towards building a highly flexible and scalable front-end by bringing deep core technology expertise.
Job Description:
- Ensure proper offline access using service workers and PWA
- Develop components which are SEO friendly
- Have experience in server-side rendering
- Drive evolution of application performance
- Ensure project scalability by having good project architecture
Skill Requirements:
- Good experience in HTML5, CSS3, JS - React
- React native
- Angular - Redux exposure - Have handled service workers and PWA caching and updates - CSS pre-processors knowledge like sass - Knowledge of webpack, parcel, grunt etc.
-Knowledge of pre-processors like SASS/LESS, CSS-Modules.
- Architecting and automating the build process for production, using task runners or scripts (Gulp / Grunt)
-Have an eye for good UI/UX, Progressive Web Apps, Responsive Design
-Interested in writing code, actively experimenting along with learning new things.
Individual applying to the role should ideally have the following attributes
-Passionate about Frontend Development and continually follow the platform & innovations
-Strong and innovative approach to problem solving and finding solutions
-Interested in working on fast-paced
- Excellent communicator (written and verbal, formal and informal)
- Flexible and proactive/self-motivated working style with strong personal ownership of problem resolution
- Ability to multi-task under pressure and work independently with minimal supervision.
- Ability to prioritize when under pressure.
JOB Description
1. Sales
2. Client Calling And Meeting Setup
3. Attend Clients Meetings Online And Offline
4. Sales-Based Campaign Planning.
5. Responds To Requests For Information From The Media.
6. Establishes And Maintains Cooperative Relationships With Consumers, Community, Employees, And Public Interest Groups.
7. Plans Or Directs The Development Of Programs To Maintain Favourable Public And Stakeholder Views Of The Organization’s Agenda And Accomplishments.
8. Coaches Client Reps In Effective Communication With The Public And Employees.
9. Analyses The Organization’s Objectives, Promotional Policies, And Needs To Build Public Relations Strategies That Influence Public Opinion And Promote Products, Ideas, And Services.
10. Maintains The Organization’s Image And Identity.
Key Roles & Responsibilities
• Cold Calling.
• Sales Pitch.
• Understanding the Client's requirements and suggesting a possible solution.
• Set-Up and attend a face to face meetings with clients.
• Everyday Reporting through WhatsApp, Emails
• Once a week face to face meeting with the supervisor.
- Candidate must have knowledge in the testing domain and must have knowledge of testing of web-based applications.
- The candidate will be responsible for the testing of web-based applications.
The candidate will also act as the Business Analyst for the project.
The eye-catching ability to find bugs from a client’s perspective. - Exposure to Automation Testing using Testing Tools such as (Selenium Web driver, TestNG, jmeter or similar tools) will be an added advantage.
- Good understanding of software development life cycle.
- Familiar with Database testing; good reporting & documenting skills.
- Good analytical skills with Out of the box thinking and can do attitude.
- Should be flexible and adaptable
- Good Problem-solving and Troubleshooting skill
- Will be responsible for creating Test cases and creating Client & Internal Reporting.
About Us
Tartan is a payroll connectivity API company enabling consent-driven employment and income verification in real-time.
Tartan helps precisely here – by offering a digitally embedded income verification solution to securely transmit your income data including the payslips without a pause in your application process.
Batik, a product by Tartan, provides a fintech-based platform (startbatik.com) which has been built from the ground up to natively support a wide range of organizations and employers. Batik is an employee benefits marketplace. We have built this on a mission to help employers elevate benefits offering to employees. Through Batik, employees are empowered to use customizable and flexible benefits with easy access to a marketplace which has multiple products like quick loans, credit cards, insurances, gadgets, Coupons, Gym memberships etc. Employers can provide benefits at just one click and support their workforce’s well-being with zero administrative burden. In simple words, Batik is like an amazon marketplace.
Starting as a feature of one of our products at Tartan, Batik has helped the most innovative companies and HR leaders transform the employee experience to attract and retain top talent through employee benefits, strategic reward & recognition, and much more.
If you are a self-driven individual, excited to grow the business rapidly through creative, well-executed outbound strategies. Tartan is the right place for you, you will get to build, refine, and execute the outbound sales process & strategy, driving critical top-of-funnel opportunities. Your role will combine product, technical, and industry knowledge that will help us build an amazing product and better businesses.
What you'll do?
- Actively obtain new satisfied clients to fill customer references gaps
- Establish the types of activities the customers will participate in, including speaking opportunities at webinars & live events, press/media & analyst engagements, and sharing positive experiences in peer-to-peer conversations with sales prospects.
- Identify what resources are already available to the company, replace outdated content, & create various marketing materials such as detailed proof of customer success stories, customer quotes, create video testimonials, logo features in postcards/banners/booths/decks,
and other collateral. - Manage customer relationships through a formalized process of tracking the frequency of contacts & activities completed avoiding overtaxing valuable relationships through the company's CRM
system. - Attend local customer site visits and event meet-ups, to build close relationships with the customers, network & share best practices, and offer a venue for quicker support escalations.
We would love to hear from you if:
- MBA / PGDM (HR or Sales & Marketing) from top B School.
- Relevant experience of 4+ years
- Highly motivated and target driven with a proven track record in B2B/enterprise sales. SaaS experience preferred.
- Excellent communication skills - verbal & written.
- Knowledge and understanding of social platforms including LinkedIn to conduct research for new prospects.
- Should be number driven. Have experience in carrying & achieving personal targets.
- Good practising knowledge/skill of MS suite, mainly word, Excel & power-point.
- Ability to grasp and understand clients and business requirements/dynamics quickly.
- Manage several prospects simultaneously while positioning company products against direct and indirect competitors.
- Good organization skills, good Networking skills & ability to build relationships.
Why should you work with us?
- We are growing exponentially [Going from an on-paper idea to revenues in less than 12 weeks] - have big plans for 2022 and are super excited to build a top-tier product in India, for the world
- Crazy ambitious mission: Have a founder mindset and lots of room to experiment, integrate and expand further. Have a figure-it-out mentality.
- Transparent, flexible benefits: We have a robust benefits framework; we evaluate candidates based on performance every six months and put our best foot forward on appraisals, with some flexibility between cash/crypto mutual fund/stock options. Read more. Read in detail about our flexible benefits in the next section. 👇
- What else: You will get a MacBook for working anywhere. Work in comfort and choose your flexible hours as long as you finish the tasks.
- So much transparency: We try hard to do it in the right way. We strongly believe that we can be much more open and move faster when we have nothing to hide.
Flexible Benefits
- Salary 💸 We offer competitive salaries with performance-based bonuses and raises at will. We believe that a raise doesn’t need to be tied to an annual review.
- Stock Options 📈 We believe that all employees deserve to own a part of Tartan. Everyone should be rewarded for a successful company outcome.
- Health Insurance 💪 We believe you and your family deserve robust health coverage because we care about them too. A health policy of 5 lakhs is provided and other benefits to you and your family.
- Brand new MacBook 💻 You get a MacBook you can use for work.
- Unlimited Sick Leaves ❤ Times are tough, and we are all in this together. Sick leaves are not meant just for yourself but also to take care of your loved ones when they need you the most.
- Passion Fund 🏀 Invest in yourself or your passion project. Take a course, do gardening or start a newsletter. At Tartan, we want to invest in your professional growth and personal.
- Wind Down 🎥 Whether it’s Netflix, Prime, Hotstar with the family, or cozying up with an audiobook, we provide a monthly stipend to spend on the streaming, entertainment, or news sources of your choice.
Location: Bangalore/Mumbai/Delhi/NCR
Sound like something you’d like to be a part of. We’d love to hear from you!
Our client is a producer of superior quality products. Our client is the largest single location manufacturing facility in India with certifications of ISO 9001, 14001, OHSAS 18001 along with other product specific certifications.
As a ASM(Asst. Manager) Copier, you will be responsible for managing channel partners to influence order placements for paper in order to achieve respective area targets.
What you will do:
- Interacting with channel partners and their major end customers to solicit inputs for devising a product and price strategy to meet end user requirements
- Reviewing performance of channel partners – off take and order flow for ensuring achievement of monthly zonal targets
- Monitoring achievement of targets
- Implementing the sales strategy for the sale of product(s) in a specified area to increase turnover
- Monitoring achievement of sales targets for each CSC within the area
- Monitoring achievement of collection targets to reduce exposure to outstanding receivables
- Monitoring competitor activities in terms of their MOP, products, market share and production capacity for respective areas
- Interacting with quality/ R&D department for new product development basis customer feedback and competitor product portfolio
- Coordinating with CSC, production and dispatch teams for meeting customer order requirements within agreed timelines
- Ensuring timely payment and debt free transactions along with reconciliation of accounts
- Ensuring timely "C" Form submission and payout of performance incentives committed to channel partners
What you need to have:
- Prior experience in Channel Sales and Modern Trade
- Experience in Paper / Packaging / Publishing Industry preferred
Ruby on Rails (ROR)
RubyIf you were looking for a rocket-ship, this is it!
* 1+ years of experience with web development building good quality production software
* Proficiency in at least one of: Ruby/Rails or Elixir/Phoenix (Good working knowledge of Elixir, OTP or OO programming)
* Gained good knowledge of working with APIs and performance optimisation to identify bottlenecks and bugs, and devise solutions to these problems
* Familiar with data stores like PostgreSQL & Redis
* You write clean code, automate and continuously deploy it in fast development cycles.
* Experience in designing and building scalable and distributed systems
* Experience with CICD using Gitlab or AWS CodePipeline/CodeDeploy (Exposure to AWS is highly desirable)
* You are proactive and pay attention to the security, scalability, performance, availability and usability of systems.
JavascriptReact.js
React Native
jQuery- Work with other developers to ensure that the website is functional and visually appealing.
- Liaise with the client to gauge their needs and expectations.
- Plan the layout of the website.
- Ensure that the website is optimized for various devices.
- Use analytics to test client enjoyment.
- Building reusable code and libraries for future use.
- Implementation of security and data protection.
Requirements:
- Experience should be at least 3 Years
- Should be good in UI
- Should be proficient in Typescript, React Native and React Js
- Proficiency in HTML, JavaScript, jQuery, and CSS.
- Good interpersonal skills.
- Understanding of key design principles.
- Good problem-solving skills.
- Would prefer to have someone from the gaming industry/poker industry or someone who is interested in the poker game development
.NET
C#jQueryRole Description of Senior Software Engineer (.Net) – Full Stack
Your role would primarily be to strengthen our product by building and adding new product and improving the existing product features on the platform to improve existing offerings like
- AI enabled remote proctoring and video-based Virtual Examination Solutions
- Coding Skills Evaluation Solution for 15+ programming languages
- Interview Product Like AonLive for corporates to virtually interview candidates.
- CoCubes Assessment to assess candidates and apply for Jobs
The position will be based out of Gurgaon.
Primary Responsibilities
- .Net programming to build a world class product which is scalable and secure (model to be used by millions of users)
- Responsible for designing and appropriately structuring of code, developing modules, testing and productionalizing the modules with minimal handholding.
- Own the delivery of modules with minimal supervision and ensure delivery as per release plan
- Deliver product releases in rapid iterations; manage risks, dependencies, quality issues, delivery and integration timelines
- Contribute individually as well as manage a small team of junior resources
- Ensure compliance with guidelines, framework and best practices of the organization
- Work with global team and global products
Experience
- 3-6 years of strong experience in C#, Asp.Net/MVC/Razor Pages, SQL, Java Script, Jquery/Angular JS and HTML
• Strong programming and web development expertise in ASP.Net
• Experienced in handling end to end modules / client delivery independently
• Should have managed junior team members
Desired Qualifications / Traits
- Good business acumen and analytical / problem solving abilities (including eye for detail)
• Self driven, persistent, action oriented and goal driven
• Integrity and professionalism in work
We Strongly Believe in
- Work Life Balance – Maintain a healthy balance between your work and personal life.
- Open Culture– We encourage open communication and feedback. Every one is easily approachable. No closed work cubicle in the office.
- Empowerment–Employees are given certain degree of autonomy and responsibility for decision making.
- Fun at Work – We believe fun and work go hand in hand. Parties and celebrating various occasions are integral part of the culture.
- Learning & Development–Through periodic AON training programs, focus is to keep improving employee’s technical and business skill.
Compensation
Compensation is best in the industry depending on experience and skills.
Follow CutshortSubodh Popalwar
Software Engineer, Memorres