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About Pathway Pathway is building LiveAI™ systems that think and learn in real time as humans do. Our mission is to deeply understand how and why LLMs work, fundamentally changing the way models think. The team is made up of AI luminaries. Pathway's CTO, Jan Chorowski, co-authored papers with Geoff Hinton and Yoshua Bengio and was one of the first people to apply attention to speech. Our CSO, Adrian Kosowski, received his PhD in Theoretical Computer Science at the age of 20 and made significant contributions across numerous scientific fields, including AI and quantum information. He also served as a professor and a coach for competitive programmers at Ecole Polytechnique. The team also includes numerous world's top scientists and competitive programmers, alongside seasoned Silicon Valley executives. Pathway has strong investor backing. To date, we have raised over $15M; our latest reported round was our seed. Our offices are located in Palo Alto, CA, as well as Paris, France, and Wroclaw, Poland. The Opportunity We are currently searching for 2 ML/AI Engineers with a solid software engineering backbone who are able to prototype, evaluate, improve, and productionize end-to-end Machine Learning projects with enterprise data. For representative examples of the type of projects you would be expected to create or deliver, see our AI pipelines templates. If you would consider it would be fun to create a hybrid Vector/Graph index that beats the state of the art on a RAG benchmark, to deliver a working AI pipeline to a client in a critical industry, or to pre-process datasets in a way which would boost LLM accuracy in inference & training - this is the job for you! You Will help design experimental end-to-end ML/AI pipelines contribute to addressing new use cases, beyond state of the art improve/adapt AI pipelines for production, working directly with client data (often live data streams) invent ways to pre-process data sources and perform tweaks (reranking, model paramater configuration...) for optimal performance of AI pipelines. design benchmark tasks and perform experiments. build unit tests and implement model monitoring. contribute high-quality production code to our developer frameworks, used by thousands of developers. help to pre-process data sets for LLM training. The results of your work will play a crucial role in the success of both our developer offering and client delivery. Requirements Cover letter It's always a pleasure to say hi! If you could leave us 2-3 lines, we'd really appreciate that. You Are A graduate of a 4+-year university degree in Computer Science, where you have received A-grades in both foundational courses (Algorithms, Computational Complexity, Graph Theory,...) and Machine Learning courses. Passionate about delivering high-quality code and solutions that work. Good with data & engineering innovation in practice - you know how to put things together so that they don't blow up. Experienced at hands-on Machine Learning / Data Science work in the Python stack (notebooks, etc.). Experienced with model monitoring, git, build systems, and CI/CD. Respectful of others Curious of new technology - an avid reader of HN, arXiv feeds, AI digests, ... Fluent in English Bonus Points Successful track-record in algorithms (ICPC / IOI), data science contests (Kaggle), or a HuggingFace leaderboard. Showing a code portfolio. PhD in Computer Science. Authoring a paper at major Machine Learning conference. You like playing/tinkering with new tools in the LLM stack. You are already a part of the Pathway community, or have been recognized for your work in one of our bootcamps. Why You Should Apply Join an intellectually stimulating work environment. Be a technology innovator that makes a difference: your code gets delivered to a community of thousands of developers, and to clients processing billions of records of data. Work in one of the hottest AI startups, that believes in impactful research and foundational changes. Benefits Type of contract: Full-time, permanent Preferable joining date: January 2025. The positions are open until filled – please apply immediately. Compensation: competitive base salary (80th to 99th percentile) based on profile and location + Employee Stock Option Plan + possible bonuses if working on client projects. The stated lower band of EUR 72k/ USD 75k for the salary base concerns senior candidates; mid-senior or mid candidates may be considered with adapted salary bands. Location: Remote work. Possibility to work or meet with other team members in one of our offices: Palo Alto, CA; Paris, France or Wroclaw, Poland. As a general rule, permanent residence will be required in the EU, UK, US, or Canada. (Note for candidates based in India: We are proud to be part of the current Inter-IIT as well as a partner of ICPC India. Top IIT/IIIT graduates are more than welcome to apply regardless of current location.) If you meet our broad requirements but are missing some experience, don’t hesitate to reach out to us.

We are recruiting determined individuals who want to establish careers in the technology field. If you are looking to gain coding skills, work on real-world projects, and prepare for junior developer jobs, this training program is for you. This program is fully remote and can be completed part-time or full-time. With nearly 900 hours of instruction and project-based work, you’ll master programming languages, developer tools, and workflows—while building a résumé and portfolio employers value. 🖥️ Technology & Programming Fundamentals -Learn computer operations, networks, browsers, and internet functions -Study algorithms, security basics, data structures, and number systems -Practice Python scripting, command line operations, and logic mapping 💻 Web & Front-End Development -Build websites using HTML5, CSS3, and Bootstrap -Create dynamic applications with JavaScript, jQuery, and React.js -Apply responsive layouts and modern UI/UX concepts 🗄️ Back-End & Database Development -Design databases using SQL and SQL Server -Perform CRUD operations and relational queries -Develop back-end apps with Python (Django) and C# (.NET Core) 🧑‍💻 Programming Languages & Tools -Work with C#, Python, JavaScript, HTML, CSS, SQL, and more -Use Git, GitHub, Visual Studio, and TFS tools -Practice real-world version control and collaboration 🧪 Capstone Projects -Deliver two major projects (Python + C#) to showcase your skills -Build portfolio-ready apps with Agile, Scrum, and DevOps methods -Practice debugging, teamwork, and applied coding 🧰 Career Preparation -Learn résumé writing and cover letter strategies -Practice technical and whiteboard interviews -Get job-ready for entry-level developer positions 🚀 No experience needed. Remote learners welcome. Take the first step into a career in tech. 👉 Apply today: https://softwaredevpros.online/

Company Profile      At Sand Cherry Associates, we excel in the design and delivery of strategic customer-centric initiatives through digitally native, data-empowered solutions.  Our client’s confidence in us is centered on exceptionally skilled, high-energy talent working with the support of the full Sand Cherry team.  Finding the right match for this role is a critical aspect of continuing that success.       Overview   We are looking for an experienced Product Manager. This role is responsible for leading project lifecycle and product development and deployment initiatives for an IP Video product for an enterprise organization. This involves product planning, drafting and refining product requirements, competitive research and analysis, and all product operations through deployment. This position is hybrid and qualified candidate will work on-site in either Philadelphia PA, or Denver, CO a few days a week and other days remote. Candidates must live in either the Philadelphia metro area or the Denver metro area and be willing to go on-site each week some days.     Duties & Responsibilities  Manage products and services utilizing product and/or project management principles, strategy and execution  Understand the current GTM approach and how to engage with stakeholders as necessary for product release solutions  Proven ability to work in large, enterprise organization and communicate effectively with stakeholders  Manage key documentation deliverables such as inputs, outputs, GTM materials   Enhance product management tools, documentation, and reporting  Create and maintain product related information and communication  Create and maintain process workflow documentation to support business needs  Consistently exercise informed judgment and discretion in matters of significance  Direct cross functional teams, such as engineering or development, regarding product requirements  Act instrumentally in connecting Agile and non Agile teams to support product efforts   Requirements Desired Skills and Experience  Minimum 7 years direct product planning, product operations and product management experience  Experience in telecommunications/broadband, data service networks, or contact center environments preferred  Experience working with IP video is required Experience in an Agile or Scaled Agile environment is necessary  Experience with project or program management is necessary Knowledge and understanding of products in a technical capacity, understanding their requirements and related business needs  Experience aligning multiple business groups in a cross-functional, matrixed environment  Ability to drive and lead stakeholder meetings and manage deliverables from development and engineering  Excellent communication skills, utilizing a formal system for communications, reporting intake status, and collaborating with other internal groups  Ability to ramp up on new projects quickly and work autonomously, while actively keeping project team and client informed of milestones and potential issues    Qualifications/Technical Skill Requirements  Excellent knowledge of MS Office Suite products, especially Excel and PowerPoint for tracking, reporting, and executing slide presentations  Experience with MS Project and JIRA are helpful  Experience with broadband technology product solutions/offerings is preferred  Familiarity working with cross functional teams- IT, product development, engineering, and marketing is necessary  Experience managing numerous product lines and providing updates and insights to stakeholders at a variety of levels in a large enterprise organization    Education/Certifications  Bachelor’s degree in Business or other quantitative field  PMP certification is helpful or project management methodology courses  Consulting background is helpful but not required  Compensation For individuals assigned and/or hired to work in Colorado, Sand Cherry Associates is required by law to include a reasonable estimate of the compensation range for this role. This compensation range considers a wide range of factors considered in making compensation decisions including but not limited to skill sets; experience and training; licensure and certifications; and delivery model. This is a 6 - 12 month engagement with an annualized salary of $120,000 - $150,000. Years of experience, level of education, geographic location, unique skills/qualifications for the specific role and potential certifications can be key factors in the final compensation for this role. Benefits Our team is unique — we are passionate about what we do. At Sand Cherry, our consultants know they are impacting and shaping our clients’ industries. We recognize our employees for their contributions. Our culture is one of the most friendly and communicative in the consulting industry. Sand Cherry is not a top-heavy organization. We offer the opportunity to be part of a digital workforce. Discover the experience that only comes with self-responsibility in the workplace. Our team members manage their own workloads and are expected to deliver exceptional work for our clients. Professional career growth is one of our main priorities, as we affirm that investing in our consultants and empowering our people will also deliver the best results and value for our clients.

Charles River C# Developer Needed at a Leading NYC Hedge Fund Location: NY, NY (Hybrid - 3 days in office) Compensation: TBD, This is a contract position. You will sign a consulting agreement and be paid a per diem rate. COMPANY OVERVIEW: Mazuma Software is a small technology consulting firm specializing in systems development for the hedge fund industry. WE NEED YOU: We are seeking a Charles River CRIMS C# Developer to design, develop, and maintain the services and APIs that support a complex, data-driven web application for the financial industry. The ideal candidate will have experience building high-performance, scalable applications using ASP.NET Core, SQL Server, and Azure cloud services. You will collaborate closely with frontend developers, business stakeholders, and data teams to ensure seamless integration between the backend and the user interface. You will have an opportunity to have a significant impact on backend architecture and API development while working on cutting-edge technology for a financial institution handling critical market data. RESPONSIBILITIES: • Develop and maintain RESTful APIs and microservices using ASP.NET Core to support frontend functionality. • Design and implement scalable, secure, and high-performance backend architecture. • Work closely with frontend developers to ensure smooth API integration. • Develop and optimize SQL Server databases, including stored procedures, indexing, and query tuning. • Implement data access layers using Entity Framework Core or other ORM frameworks. • Work with business stakeholders to understand requirements and translate them into backend modules and services. • Design and implement authentication and authorization mechanisms using OAuth, OpenID Connect, or Azure AD. • Implement event-driven architecture with message queues (e.g., Azure Service Bus, RabbitMQ, or NServiceBus). • Ensure data consistency and integrity across different modules and databases. • Optimize application performance and scalability to handle large volumes of financial data. • Write unit tests and integration tests to ensure reliability and maintainability of the codebase. • Participate in code reviews and contribute to improving development best practices. • Deploy and manage applications in Azure cloud environments using Azure App Services, Azure Functions, and Azure SQL. • Monitor and troubleshoot backend performance issues, logging, and error handling. REQUIRED SKILLS: • Experience with Charles River CRD platform • 8+ years of experience in development using C# and ASP.NET Core/Angular. • Strong understanding of RESTful API design principles and best practices. • Experience with SQL Server and proficiency in writing efficient queries, stored procedures, and optimizing database performance. • Knowledge of Entity Framework Core or other ORM frameworks. • Familiarity with Azure cloud services, including Azure App Services, Azure Functions, Azure SQL, and Azure Service Bus. • Experience with authentication and security standards such as OAuth2, JWT, and OpenID Connect. • Experience in event-driven architectures and working with message brokers like RabbitMQ, Azure Service Bus, or Kafka. • Understanding of scalability, performance tuning, and caching mechanisms (Redis, Azure Cache for Redis, etc.). • Experience working in Agile/Scrum development environments. • Strong debugging, problem-solving, and troubleshooting skills. • Proficiency with Git and CI/CD pipelines for automated deployments. • Excellent communication and teamwork abilities. DESIRED SKILLS: • Experience with STP trading platforms like CRIMS (Charles River) or BlackRock Aladdin

Company Profile      At Sand Cherry Associates, we excel in the design and delivery of strategic customer-centric initiatives through digitally native, data-empowered solutions.  Our client’s confidence in us is centered on exceptionally skilled, high-energy talent working with the support of the full Sand Cherry team.  Finding the right match for this role is a critical aspect of continuing that success.       Overview   We are looking for an experienced Product Manager. This role is responsible for leading project lifecycle and product development and deployment initiatives for an IP Video product for an enterprise organization. This involves product planning, drafting and refining product requirements, competitive research and analysis, and all product operations through deployment. This position is hybrid and qualified candidate will work on-site in either Philadelphia PA, or Denver, CO a few days a week and other days remote. Candidates must live in either the Philadelphia metro area or the Denver metro area and be willing to go on-site each week some days.     Duties & Responsibilities  Manage products and services utilizing product and/or project management principles, strategy and execution  Understand the current GTM approach and how to engage with stakeholders as necessary for product release solutions  Proven ability to work in large, enterprise organization and communicate effectively with stakeholders  Manage key documentation deliverables such as inputs, outputs, GTM materials   Enhance product management tools, documentation, and reporting  Create and maintain product related information and communication  Create and maintain process workflow documentation to support business needs  Consistently exercise informed judgment and discretion in matters of significance  Direct cross functional teams, such as engineering or development, regarding product requirements  Act instrumentally in connecting Agile and non Agile teams to support product efforts   Requirements Desired Skills and Experience  Minimum 7 years direct product planning, product operations and product management experience  Experience in telecommunications/broadband, data service networks, or contact center environments preferred  Experience working with IP video is required Experience in an Agile or Scaled Agile environment is necessary  Experience with project or program management is necessary Knowledge and understanding of products in a technical capacity, understanding their requirements and related business needs  Experience aligning multiple business groups in a cross-functional, matrixed environment  Ability to drive and lead stakeholder meetings and manage deliverables from development and engineering  Excellent communication skills, utilizing a formal system for communications, reporting intake status, and collaborating with other internal groups  Ability to ramp up on new projects quickly and work autonomously, while actively keeping project team and client informed of milestones and potential issues    Qualifications/Technical Skill Requirements  Excellent knowledge of MS Office Suite products, especially Excel and PowerPoint for tracking, reporting, and executing slide presentations  Experience with MS Project and JIRA are helpful  Experience with broadband technology product solutions/offerings is preferred  Familiarity working with cross functional teams- IT, product development, engineering, and marketing is necessary  Experience managing numerous product lines and providing updates and insights to stakeholders at a variety of levels in a large enterprise organization    Education/Certifications  Bachelor’s degree in Business or other quantitative field  PMP certification is helpful or project management methodology courses  Consulting background is helpful but not required  Compensation For individuals assigned and/or hired to work in Colorado, Sand Cherry Associates is required by law to include a reasonable estimate of the compensation range for this role. This compensation range considers a wide range of factors considered in making compensation decisions including but not limited to skill sets; experience and training; licensure and certifications; and delivery model. This is a 6 - 12 month engagement with an annualized salary of $120,000 - $150,000. Years of experience, level of education, geographic location, unique skills/qualifications for the specific role and potential certifications can be key factors in the final compensation for this role. Benefits Our team is unique — we are passionate about what we do. At Sand Cherry, our consultants know they are impacting and shaping our clients’ industries. We recognize our employees for their contributions. Our culture is one of the most friendly and communicative in the consulting industry. Sand Cherry is not a top-heavy organization. We offer the opportunity to be part of a digital workforce. Discover the experience that only comes with self-responsibility in the workplace. Our team members manage their own workloads and are expected to deliver exceptional work for our clients. Professional career growth is one of our main priorities, as we affirm that investing in our consultants and empowering our people will also deliver the best results and value for our clients.

I just bought a used Millright Mega V XL CNC. I have it set up and a sample project made. I have Universal G Code Sender 4th Axis Version installed. I will gladly pay someone to help me sort through errors I am getting, get to a working machine, point out any other possible issues they see. Can be in person of over zoom.