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
Shubham Vishwakarma
Full Stack Developer - Averlon
Similar jobs
Python
Django
Amazon Web Services (AWS)
FlaskAbout the Role:
- We are looking for a highly skilled and experienced Senior Python Developer to join our dynamic team based in Manyata Tech Park, Bangalore. The ideal candidate will have a strong background in Python development, object-oriented programming, and cloud-based application development. You will be responsible for designing, developing, and maintaining scalable backend systems using modern frameworks and tools.
- This role is hybrid, with a strong emphasis on working from the office to collaborate effectively with cross-functional teams.
Key Responsibilities:
- Design, develop, test, and maintain backend services using Python.
- Develop RESTful APIs and ensure their performance, responsiveness, and scalability.
- Work with popular Python frameworks such as Django or Flask for rapid development.
- Integrate and work with cloud platforms (AWS, Azure, GCP or similar).
- Collaborate with front-end developers and other team members to establish objectives and design cohesive code.
- Apply object-oriented programming principles to solve real-world problems efficiently.
- Implement and support event-driven architectures where applicable.
- Identify bottlenecks and bugs, and devise solutions to mitigate and address these issues.
- Write clean, maintainable, and reusable code with proper documentation.
- Contribute to system architecture and code review processes.
Required Skills and Qualifications:
- Minimum of 5 years of hands-on experience in Python development.
- Strong understanding of Object-Oriented Programming (OOP) and Data Structures.
- Proficiency in building and consuming REST APIs.
- Experience working with at least one cloud platform such as AWS, Azure, or Google Cloud Platform.
- Hands-on experience with Python frameworks like Django, Flask, or similar.
- Familiarity with event-driven programming and asynchronous processing.
- Excellent problem-solving, debugging, and troubleshooting skills.
- Strong communication and collaboration abilities to work effectively in a team environment.
Key Responsibilities:
Identify and engage potential clients through proactive outreach, networking, and
relationship-building.
Understand client needs and present tailored HKKR Finserv that drive value and meet their
specific goals.
Conduct product demonstrations and presentations that highlight the benefits of our
Company.
Negotiate contracts and close deals while ensuring client satisfaction throughout the
process.
Collaborate with the marketing team to develop targeted campaigns that align with sales
objectives.
Stay updated on industry trends, competitor offerings, and emerging technologies to
effectively position our products in the market.
Provide ongoing support to clients post-sale, ensuring they are maximizing the value of our
organization .
Maintain accurate records of sales activities in our CRM system, tracking progress against
targets.
Qualifications:
Bachelor’s degree in Business, Marketing, or a related field.
A proven track record of meeting or exceeding sales targets.
Strong communication skills—both written and verbal—with an ability to connect with
diverse stakeholders.
An entrepreneurial spirit with a self-motivated attitude; you're ready to roll up your sleeves!
A genuine interest in financial market trends, Stock market
The ability to work collaboratively within a team environment while also being comfortable
working independently.
If you’re ready to take your sales career to the next level while being part of an innovative
team, we want to hear from you!
HTML/CSS
Javascript
Angular (2+)
AngularJS (1.x)We are Urgently Hiring for Senior Software Engineer( Dot Net Developer )
Skills Required :
BS degree in Computer Science, or Math or Engineering or equivalent
At least 5 years of application development experience in C#, http://asp.net/" target="_blank">ASP.Net and SQL Server.
Demonstrated ability to write SQL queries and use of Microsoft SQL Server database tables and
connectivity.
A strong background in programming
Must be proficient in the following languages and technologies
o .NET
o C#, http://asp.net/" target="_blank">ASP.Net, MVC
o SQL Server 2016
o JavaScript, jQuery
o .NET Core
Experience with JIRA
Familiarity with design patterns
Work experience in Agile development methodology
Strong communication and collaboration skills
Detail-orientated, “get it done” attitude and proactivity
Willingness to have fun and work as part of an international and diverse team
Machine Learning (ML)
Data ScienceJob Title – Data Scientist (Forecasting)
Anicca Data is seeking a Data Scientist (Forecasting) who is motivated to apply his/her/their skill set to solve complex and challenging problems. The focus of the role will center around applying deep learning models to real-world applications. The candidate should have experience in training, testing deep learning architectures. This candidate is expected to work on existing codebases or write an optimized codebase at Anicca Data. The ideal addition to our team is self-motivated, highly organized, and a team player who thrives in a fast-paced environment with the ability to learn quickly and work independently.
Job Location: Remote (for time being) and Bangalore, India (post-COVID crisis)
Required Skills:
- At least 3+ years of experience in a Data Scientist role
- Bachelor's/Master’s degree in Computer Science, Engineering, Statistics, Mathematics, or similar quantitative discipline. D. will add merit to the application process
- Experience with large data sets, big data, and analytics
- Exposure to statistical modeling, forecasting, and machine learning. Deep theoretical and practical knowledge of deep learning, machine learning, statistics, probability, time series forecasting
- Training Machine Learning (ML) algorithms in areas of forecasting and prediction
- Experience in developing and deploying machine learning solutions in a cloud environment (AWS, Azure, Google Cloud) for production systems
- Research and enhance existing in-house, open-source models, integrate innovative techniques, or create new algorithms to solve complex business problems
- Experience in translating business needs into problem statements, prototypes, and minimum viable products
- Experience managing complex projects including scoping, requirements gathering, resource estimations, sprint planning, and management of internal and external communication and resources
- Write C++ and Python code along with TensorFlow, PyTorch to build and enhance the platform that is used for training ML models
Preferred Experience
- Worked on forecasting projects – both classical and ML models
- Experience with training time series forecasting methods like Moving Average (MA) and Autoregressive Integrated Moving Average (ARIMA) with Neural Networks (NN) models as Feed-forward NN and Nonlinear Autoregressive
- Strong background in forecasting accuracy drivers
- Experience in Advanced Analytics techniques such as regression, classification, and clustering
- Ability to explain complex topics in simple terms, ability to explain use cases and tell stories
Company Description
Apollo Finvest is a publicly listed Non-Banking Financial Company (NBFC). Think of us as AWS for Lending. We enable any company to offer fully digital and compliant digital loan products to their end-customers. Built on modern RestFUL API's, we treat the financial services on our platform as building blocks, which our partners can mix and match to create loan products specifically tailored to their business model.
Key Responsibilities
- Oversee Cash flow planning and ensure optimal liquidity and Asset-Liability Management.
- Develop comprehensive treasury strategies aligned with the company’s financial goals, risk and regulatory requirements.
- Execute fundraising opportunities including debt and other financing options.
- Liaising with auditors for the quarterly and annual audit, bankers and statutory auditors
- Ensuring the requirements for the board presentation are delivered.
- Assisting resolve accountant's queries in preparing the quarterly and annual reports and spearhead preparation of AGM.
- Adhering to regulatory and statutory compliance of SEBI/RBI and other regulatory bodies.
- Tracking investments to ensure they meet the internal rate of expected return.
- Oversee and manage partner reconciliation which involves per loan wise principal & income matching and explaining the concepts of reconciliation to the partner like the process of reconciliation, tax-related queries or any other queries.
- Work closely with Credit and Business teams to ensure timely and quality deliverables
To coordinate with the tech team for develop new logics in the LMS and testing the
existing reports.
- To add and represent points of view from the Finance team with all inter-team collaborative tasks.
Qualifications
Chartered Accountant with more than 7 years of experience
Proven experience of minimum 5 years in progressively responsible finance roles within the NBFC sector
Strong expertise in Treasury, Fundraising and FP&A.
Experience with scaling and managing lending products
Attitude to work at lightning fast speed
Well versed with Ind-AS financial preparation and finalization.
Candidates in a Compliance Manager role at NBFC / Banks having experience in handling regulatory compliance, RBI audits, etc. would be preferred.
Experience with managing and leading finance team
Excellent Knowledge of Microsoft Excel
*Compared to what is stated in the job description, the CTC range is higher for this role*
NodeJS (Node.js)
MongoDB
ExpressWe are looking for a Node.js Developer responsible for managing the interchange of data between the server and the users. Your primary focus will be the development of all server-side logic, definition and maintenance of the central database, and ensuring high performance and responsiveness to requests from the front-end. You will also be responsible for integrating the front-end elements built by your co-workers into the application. Dhi Technologies develops smart, secure, innovative solutions for the IoT industry, with greater speed and accuracy to enable scalability, flexibility, and profitability. As an employee, you will collaborate with our teams in all stages of product development. Your insightful contribution will help develop, expand and maintain our goals.
Responsibilities
- Have the passion and experience for building responsive, elegant and engaging experiences with future friendly web technologies.
- Integration of user-facing elements developed by front-end developers with server side logic.
- Writing reusable, testable, and efficient code with proper documentation. Design and implementation of low-latency, high-availability, and performant applications Implementation of security and data protection Integration of data storage solutions.
- Continually keep yourself and your design team updated with the latest changes in your industry’s standards
NodeJS (Node.js)Following year they launched an independent business and Law Enforcement product followed by another product of property assessment.
In 2017, they stated India operation, an extension of development team and expertise to grow the business.
They continued to grow and expand offerings in both the public and private sectors. Giving its wide scope of experience and expertise the client is striving to achieve challenging goals in upcoming years.
Currently they are on look out for talents that are high achievers, love to do their hands dirty with real coding, can think out of box and are self starter. These are newly created positions and due expansion of the business. If selected, you will be working on development projects with client.
Full Stack Developers -MEAN Stack
Vacancies: 10
Tech stacks: MongoDB, Expressjs, AngularJs, NodeJS, Web API, SQL (good to have)
(Angular 2+ preferred).
Experience: 3-5 years, flexible for right candidate
Prefer from Health product/Service Domain but not limited too. Candidate with good skillset from any domain project experience is welcome!!
MUST have Full Stack experience, and good at writing clean codes.
Salary: Attractive range
Location: Hinjewadi, Pune (WFM till December 20)
Interested? Send your resume ASAP IMMEDIATE JOINING - Max 15 Days NP
- A Bachelor’s degree, with sales as your core dream.
- Proven Sales Experience.
- Fantastic track record of meeting sales target.
- A passion towards multitasking and team building.
- Ability to work under pressure.
- Strong problem-solving, organizational and management skills.
- Excellent negotiation, convincing and consultative sales expertise.
- Effective communication skills.
- Exceptional customer orientation knowledge.
Data Analytics
Follow CutshortShubham Vishwakarma
Full Stack Developer - Averlon