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Machine Learning (ML)C
Subodh Popalwar
Software Engineer, Memorres
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Machine Learning (ML)
PythonBuilding the machine learning production System(or MLOps) is the biggest challenge most large companies currently have in making the transition to becoming an AI-driven organization. This position is an opportunity for an experienced, server-side developer to build expertise in this exciting new frontier. You will be part of a team deploying state-ofthe-art AI solutions for Fractal clients.
Responsibilities
As MLOps Engineer, you will work collaboratively with Data Scientists and Data engineers to deploy and operate advanced analytics machine learning models. You’ll help automate and streamline Model development and Model operations. You’ll build and maintain tools for deployment, monitoring, and operations. You’ll also troubleshoot and resolve issues in development, testing, and production environments.
- Enable Model tracking, model experimentation, Model automation
- Develop scalable ML pipelines
- Develop MLOps components in Machine learning development life cycle using Model Repository (either of): MLFlow, Kubeflow Model Registry
- Machine Learning Services (either of): Kubeflow, DataRobot, HopsWorks, Dataiku or any relevant ML E2E PaaS/SaaS
- Work across all phases of Model development life cycle to build MLOPS components
- Build the knowledge base required to deliver increasingly complex MLOPS projects on Azure
- Be an integral part of client business development and delivery engagements across multiple domains
Required Qualifications
- 5.5-9 years experience building production-quality software
- B.E/B.Tech/M.Tech in Computer Science or related technical degree OR equivalent
- Strong experience in System Integration, Application Development or Datawarehouse projects across technologies used in the enterprise space
- Expertise in MLOps, machine learning and docker
- Object-oriented languages (e.g. Python, PySpark, Java, C#, C++)
- Experience developing CI/CD components for production ready ML pipeline.
- Database programming using any flavors of SQL
- Knowledge of Git for Source code management
- Ability to collaborate effectively with highly technical resources in a fast-paced environment
- Ability to solve complex challenges/problems and rapidly deliver innovative solutions
- Team handling, problem solving, project management and communication skills & creative thinking
- Foundational Knowledge of Cloud Computing on Azure
- Hunger and passion for learning new skills
Machine Learning (ML)
Data ScienceJob Description-
Responsibilities:
* Work on real-world computer vision problems
* Write robust industry-grade algorithms
* Leverage OpenCV, Python and deep learning frameworks to train models.
* Use Deep Learning technologies such as Keras, Tensorflow, PyTorch etc.
* Develop integrations with various in-house or external microservices.
* Must have experience in deployment practices (Kubernetes, Docker, containerization, etc.) and model compression practices
* Research latest technologies and develop proof of concepts (POCs).
* Build and train state-of-the-art deep learning models to solve Computer Vision related problems, including, but not limited to:
* Segmentation
* Object Detection
* Classification
* Objects Tracking
* Visual Style Transfer
* Generative Adversarial Networks
* Work alongside other researchers and engineers to develop and deploy solutions for challenging real-world problems in the area of Computer Vision
* Develop and plan Computer Vision research projects, in the terms of scope of work including formal definition of research objectives and outcomes
* Provide specialized technical / scientific research to support the organization on different projects for existing and new technologies
Skills:
* Object Detection
* Computer Science
* Image Processing
* Computer Vision
* Deep Learning
* Artificial Intelligence (AI)
* Pattern Recognition
* Machine Learning
* Data Science
* Generative Adversarial Networks (GANs)
* Flask
* SQL
Python
Deep LearningThe Role:
As an ML Engineer at TIFIN, you will be responsible for driving research and innovation in a result-oriented direction. Your role will involve staying updated on the latest research trends and exploring advancements in Natural Language Understanding (NLU) and their applications in conversational AI. You will also play a mentoring role and contribute to improving NLU capabilities using transfer learning from historical conversational data.
Requirements:
- Experience with training and fine-tuning machine learning models on large text datasets.
- Strong computer science fundamentals and at least 3 years of software development experience.
- Track record of thinking big and finding simple solutions while dealing with ambiguity.
- Proven experience as a Natural Language Processing Engineer or in similar roles.
- Good understanding of NLP tricks and techniques for semantic extraction, data structure, and modeling.
- Familiarity with text representation techniques, algorithms, and statistics.
- Knowledge of programming languages such as R, Python, and Java.
- Proficiency in Machine Learning frameworks like TensorFlow, PyTorch, etc.
- Ability to design software architectures and solve complex problems.
- Strong analytical and problem-solving skills.
- Experience in projects related to information retrieval, machine comprehension, entity recognition, text classification, semantic frame parsing, or machine translation is a plus.
- Publications, patents, or conference talks in relevant fields are a bonus.
Machine Learning (ML)Data ScienceData Scientist-
We are looking for an experienced Data Scientists to join our engineering team and
help us enhance our mobile application with data. In this role, we're looking for
people who are passionate about developing ML/AI in various domains that solves
enterprise problems. We are keen on hiring someone who loves working in fast paced start-up environment and looking to solve some challenging engineering
problems.
As one of the earliest members in engineering, you will have the flexibility to design
the models and architecture from ground up. As any early-stage start-up, we expect
you to be comfortable wearing various hats, and be proactive contributor in building
something truly remarkable.
Responsibilities
Researches, develops and maintains machine learning and statistical models for
business requirements
Work across the spectrum of statistical modelling including supervised,
unsupervised, & deep learning techniques to apply the right level of solution to
the right problem Coordinate with different functional teams to monitor outcomes and refine/
improve the machine learning models Implements models to uncover patterns and predictions creating business value and innovation
Identify unexplored data opportunities for the business to unlock and maximize
the potential of digital data within the organization
Develop NLP concepts and algorithms to classify and summarize structured/unstructured text data
Qualifications
3+ years of experience solving complex business problems using machine
learning.
Fluency in programming languages such as Python, NLP and Bert, is a must
Strong analytical and critical thinking skills
Experience in building production quality models using state-of-the-art technologies
Familiarity with databases like MySQL, Oracle, SQL Server, NoSQL, etc. is
desirable Ability to collaborate on projects and work independently when required.
Previous experience in Fintech/payments domain is a bonus
You should have Bachelor’s or Master’s degree in Computer Science, Statistics
or Mathematics or another quantitative field from a top tier Institute
We have a very urgent requirement with our client, please go through the job details and if interested do send us your updated resume and feel free to reach me.
Role: Functions Developer (Embedded c - Algorithm / Driving Functions Development)
Location: Hyderabad
Fulltime
Job Description:
- Design and development of automotive feature/function software/components (ACC, AEB, TSR, LKA etc.) for ADAS/AD systems
- Coordination and regular interaction with different stakeholders and teams like testing, requirements, leads etc.
- Participate in SW requirement generation, SW architecture, detailed design etc.
Requirement:
- 3-7 years of experience in development of Algorithm & Functions for advance driver assist systems (ADAS), Autonomous driving (AD)
- Development experience with safety critical systems
- Experienced in development using MATLAB Simulink, TargetLink, Stateflow
- Experience in modelling and validation of control systems
- Knowledge of SIL, Performance Test, Functional testing
- Embedded software development using C, C++
- Issue management and version control
- Knowledge of ASPICE processes, Static analysis, MISRA checks etc.
- Strong written and verbal communication skills
- Proactive approach for problem solving
Good to have:
- Knowledge of ADAS/AD functions (ACC, TSR, AEB, LCA etc), Data Analysis
- Experienced in managing and authoring of function specification requirements
- Familiarity with AUTOSAR RTE
Nice to have:
- AUTOSAR, Functional Safety (ISO26262) exposure
- Scripting Knowledge - Python, MATLAB
- Working knowledge of automotive protocols like CAN, Ethernet etc.
Thanks
Sampath N
C
Java
React.js- Understanding the business requirement and providing good scalable solution
- Integrating user-facing elements developed by a front-end developers with server side logic
- Building reusable code and libraries for future use
- Optimizing the application for maximum speed and scalability
- Understanding differences between multiple delivery platforms such as mobile vs desktop, and optimizing output to match the specific platform
- Creating database schemas that represent and support business processes
- Implementing automated testing platforms and unit tests
What you need to have:
- Engineers from Tier 1 colleges, B.Tech/ B.E from only from Tier 1 colleges
- Extensive and expert programming experience in anyone programming language (Golang/ C/ Java).
- A solid foundation in computer science, with strong competencies in data structures, algorithms, software design and distributed system applications
- Experience with building and scaling apps with RDBMS as well as NoSQLs.
- Experience creating scalable Web APIs for mobile and browser consumption
- Have a penchant for solving complex and interesting problems
- Worked in start-up culture with high levels of ownership and commitment
- Excellent coding skills – should be able to convert design into code fluently
- Working knowledge of - ReactJS, React Native, Golang, MySQL, NoSQL and hosting environment is AWS
PythonMachine Learning (ML)- Proficient in R and Python
- Work experience 1+ years with at least 6 months working with Python
- Prior experience with building ML models
- Prior experience with SQL
- Knowledge of statistical techniques
- Experience with working on Spatial Data will be an added advantage
Inside/Virtual Sales Specialist
Position – Virtual Account Manager
We are looking for a stellar Account Executive to join our team in Pune who would be
focused on the South East Asian market.
Responsibilities:
Prospect within named enterprises in South East Asia to generate pipeline
Consistently achieve license and recurring service revenue targets
Build a trusted advisor relationship with your prospects and customers
Use Simplifai’s prospecting and sales processes effectively
Ensure two-way flow of relevant and timely information
Anticipate challenges before the prospect does
Collaborate effectively with partnership, sales development, solutions consulting teams
The Candidate:
3-7 years of quantifiable, install base and new logo acquisition sales in B2B software with a strong
track record of success; experience with the full lifecycle of virtual sales from qualification, discovery
to closing
Strong willingness and ability to uncover opportunities by communicating a highly differentiated
value proposition to open doors at new accounts or expand deals at existing accounts; excellent
verbal and written communication skills with strong phone/video conference presence
Experience selling software platforms that belong to a nascent category in the Hype Cycle
Experience in account planning and opportunity management, and running a sales cycle
Experience framing value and ROI to business stakeholders
Ability to maintain an accurate CRM
Strong executive presence + interpersonal, written and presentation skills
Able to work independently and remotely from other members of your team
Outbound experience - Cold calls/emails/events etc. within prospect organizations.
Ability to identify prospect trigger/ pain with the right questions
Ability to learn to speak your prospect’s business language
Cross-cultural – you like working with many types of people across multiple geographies and
languages
Ability to learn what would make your prospect successful
The ability to teach your prospects using insights they didn’t know before
The ability to independently run a product demo
The discipline to meet your sales productivity requirements
Experience using prospecting tools - ZoomInfo, Lusha, Outreach, LinkedIn
What you will get to do:
The opportunity to script your success and growth path in a fast-growth Series A startup
Be one of the early Sales employees in the SEA region for Simplifai, with the added responsibility of
setting the strategy and leading the execution for Simplifai’s expansion in the SEA
Work with Sales and Product Marketing to develop new and leverage existing content
Work with some of the best talent from Norway and India
A deep knowledge of selling a SaaS B2B product in a category-defining company
Exposure to C-suite professionals from some of the top SaaS companies in the industry
The ability to prospect, demo, and close in a high paced environment
Full-stack learning of Sales tools
Achieve success that is directly proportional to the responsibilities you hold.
NodeJS (Node.js)PythonJavaMachine Learning (ML)Roles and Responsibility:
• Lead the entire back-end and front-end technology team and act as the go-to resource with in-depth knowledge of technology and product best practices and standards.
• Build scalable backend product architecture that scales through millions of transactions per day.
• Build support systems for monitoring, billing, administration, etc.
• Acting as a single person of contact for the entire product vertical and liaising with the business team to aid the business needs.
• Directly Responsible for the user experience on the platform. Willingness to learn new technologies as required and able to incorporate machine-learning, AI and Big data as the product evolves.
• Responsible for validating the technical feasibility of product ideas, and suggesting likely technical platforms and build-buy options for such ideas.
• Plan and set up a smooth development cycle for getting features from user stories to products.
• Responsible for building deep tech products related to Face Biometrics, Image Forensics, and Risk Analysis.
Skills Required:
Must have:
• Candidate with minimum 5-10 years of solid tech experience, preferably in a growing Start-up.
• Proven Experience in leading the full cycle of mobile (Android/IOS) and web application development processes, from design to implementation.
• Well-versed with tech stacks like Node, Python, Java and/or other latest languages.
• Proven ability to build a solid team and thrive in a dynamic environment.
• Experience with performance testing and optimization of the application for maximum speed and scalability.
• Great analytical skills, data-driven decision making and evolution with technology trends.
• Stronghold in backend development and algorithms.
• Experience with Machine Learning and Data Analysis.
Good to have:
• Exposure to financial risk modeling is a plus.
• Exposure to Image Processing is a plus.
• Exposure to the blockchain is a plus.
The right candidate should be commercially knowledgeable (business acumen) and pragmatic, and have an understanding of a wide range of technologies and methodologies, and should have the ability to choose which fits best. Experience building a technology team or work with a small team from start at a start-up is a plus.
We offer a suite of memberships and subscriptions to spice up your lifestyle. We believe in practicing an ultimate work life balance and satisfaction. Working hard doesn’t mean clocking in extra hours, it means having a zeal to contribute the best of your talents. Our people culture helps us inculcate measures and benefits which help you feel confident and happy each and every day. Whether you’d like to skill up, go off the grid, attend your favourite events or be an epitome of fitness. We have you covered round and about.
- Health Memberships
- Sports Subscriptions
- Entertainment Subscriptions
- Key Conferences and Event Passes
- Learning Stipend
- Team Lunches and Parties
- Travel Reimbursements
- ESOPs
Thast what we think would bloom up your personal life, as a gesture for helping us with your talents.
Join us to be a part of our Exciting journey to Build one Digital Identity Platform!!!
PythonData ScienceMachine Learning (ML)
Follow CutshortSubodh Popalwar
Software Engineer, Memorres