&nbsp;We are looking for an exceptional machine learning engineer with blockchain experience to join our team to conduct research, design, test and train deep learning and RL models in a cutting-edge use case.&nbsp; &nbsp;

<br><br>●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;You will be entrusted with complex planning, coding and engineering duties&nbsp;&nbsp;

●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;You must have hands-on experience and deep knowledge in ML/DL &amp; RL&nbsp;&nbsp;&nbsp;

●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Reinforce the vision, purpose, and strategy of the team&nbsp;&nbsp;&nbsp;

●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Identify underlying problems in current models and implement solutions&nbsp;&nbsp;&nbsp;

●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Work with Deeplink’s engineering, product and research team to design, develop, validate, deploy, and manage ML/RL systems&nbsp;&nbsp;&nbsp;

●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Research and implement ML/RL algorithms and tools&nbsp;&nbsp;&nbsp;

●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Pick appropriate data representation methods

Your deliverable will be:&nbsp;&nbsp;&nbsp;

●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Building a Uniswap SORA (smart order router agent)About us

Deeplink is an Ethereum-based deep-learning protocol allowing blockchains to maintain On-chain Neural Networks while introducing programmability, machine learning and on-chain data science into blockchains. In addition, other Ethereum or EVM compatible chains and protocols can use on-chain neural networks and agents to improve efficiency, on-chain execution capabilities and security.

We are true believers in the spirit of crypto and blockchain—of economic Freedom, where everyone should have access to financial freedom. We are big believers in decentralisation, fairness &amp; transparency. We live and breathe in crypto and blockchain 24/7. We are extremely passionate about building open-source tools to innovate. All Deeplink technology, engineering and technical concepts, research, codes, data and product development methodologies are public and open-source.

We believe building developer tools for AI &amp; ML ecosystem to build, test and deploy ML models directly into EVM compatible chains with basic deep learning capabilities will revolutionise the DeFi and many web3 applications, protocols and their ecosystem.

Uniswap is the largest decentralised crypto exchange (or DEX) operating on the Ethereum blockchain. Uniswap’s average daily trading volume was US$220 million in October 2020, and today, it is responsible for over $1 billion.

We estimate by 2024, decentralised exchanges will exceed the centralised exchanges by activities, volume and users.

Uniswap’s large number of activities resulted in random requests, congested transactions, variable Uniswap fees, and variation in Ethereum gas fees. As a result, there are many inefficiencies in the Uniswap protocol/ecosystem. For example, consider a bustling Sunday market where buyers and sellers meet to exchange goods and services whereby things can go incredibly wrong during rush hours. Uniswap traders often spend significant slippage and unnecessary protocol and Ethereum gas fees.

There are three main users/stakeholders;&nbsp;&nbsp;&nbsp;

●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Traders&nbsp;&nbsp;&nbsp;

●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;LPs (liquidity providers)&nbsp;&nbsp;&nbsp;

●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;The Uniswap project (protocol)

Deeplink v2 is built using deep reinforcement learning to simulate a real-world Uniswap environment/different scenarios (HTR, UTS, low and high supply &amp; demand, high activities). With the vast amount of L3 Atom’s historical and live Uniswap data, Deeplink can simulate different market conditions in parallel. The DRL policy will define inefficiencies and rules. Agents will be punished as they spend more fees when choosing inefficient trade routes.

The principle of this video is an excellent inspiration for Deeplink Uniswap SORA&nbsp;

https://www.youtube.com/watch?v=kopoLzvh5jY

Key Benefits of the Role:&nbsp;&nbsp;&nbsp;

●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;To challenge yourself and build solid career advancement&nbsp;&nbsp;&nbsp;

●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Be at the forefront of an exponentially growing industry with cutting-edge technology&nbsp;&nbsp;&nbsp;

●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Build a professional network and meet like-minded people&nbsp;&nbsp;&nbsp;

●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Competitive salaries, bonuses and other financial incentives

What do we expect from you:&nbsp;&nbsp;&nbsp;

●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Excellent communicator&nbsp;&nbsp;&nbsp;

●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Be open-minded and eager to learn&nbsp;&nbsp;&nbsp;

●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Commitment to excellence&nbsp;&nbsp;&nbsp;

●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;A team player&nbsp;&nbsp;&nbsp;

●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Offering quality to all stakeholders&nbsp;&nbsp;&nbsp;

●&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Thinking out of the box - a true innovator

If you are interested in this great opportunity, please apply as soon as possible. The applications will be closed on 26th July 2022.&nbsp;&nbsp;

Superstar Machine Learning Engineer Needed

Etsy is the global marketplace for unique and creative goods. We build, power, and evolve the tools and technologies that connect entrepreneurs with buyers around the world. Etsy, Inc.'s 'house of brands' portfolio has expanded to now include four individually distinct ecommerce brands -- Etsy, fashion resale marketplace Depop, musical instrument marketplace Reverb, and Brazil-based handmade goods marketplace Elo7. As an Etsy employee, you'll tackle unique problems alongside talented coworkers committed to Keeping Commerce Human. We're large enough that you'll focus on meaningful, complex challenges, but small enough that you can make a rewarding impact.

Etsy is hiring a Machine Learning Engineer to join the Retrieval Sciences team. We are looking for individuals who are product and delivery-driven, and are passionate about making ML innovations in information retrieval to help improve the Etsy buyer/seller experience.

Does the problem of finding a needle in the haystack—the perfect handmade or vintage product among hundreds of millions that is unique for each use—using the latest ML innovations, at scale in a two-sided marketplace with 105+ million buyers, 5+ million sellers sound exciting to you? If so, this could be the perfect match.

Our team works closely with other Machine Learning and Information Retrieval Platform teams to develop state of the art, large-scale models to retrieve the most relevant products for Etsy buyers. We are looking for individuals who are passionate about making ML innovations in search and retrieval to improve the Etsy buyer experience.

This is a full-time role based in Brooklyn, NY, or San Francisco, CA, or remote within the US &amp; Canada. Etsy offers three different work modes to meet the variety of needs and preferences of our team: Flex mode for candidates who are comfortable traveling to an office location at least 4-6 days per month, Remote mode, and Office-based mode. Learn more about our flexible work modes and vaccination policy&nbsp;<a href="https://careers.etsy.com/global/en/how-and-where-we-work">here</a>.

Our team builds the first stage candidate retrieval layer that powers multiple applications in Etsy, including search at etsy.com. We closely track the latest techniques in ML, NLP, and IR research and apply them at Etsy’s scale of hundreds of millions of hand-crafted and vintage items. Here is a sample of models and techniques we design, build, and productionize:

If you're interested in joining the team at Etsy, please send a cover letter and resume telling us why you'd be right for the position. As you've hopefully seen already, Etsy is a place that values individuality and variety. We don't want you to be like everyone else -- we want you to be like you! So write to us and tell us what you're all about.

At Etsy, we believe that a diverse, equitable and inclusive workplace makes us a more relevant, more competitive, and more resilient company. We encourage people from all backgrounds, ages, abilities, and experiences to apply. Etsy is an equal opportunity employer. We do not discriminate on the basis of race, color, ancestry, religion, national origin, sexual orientation, age, citizenship, marital or family status, disability, gender, gender identity or expression, pregnancy or caregiver status, veteran status, or any other legally protected status. We will ensure that individuals with disabilities are provided reasonable accommodations to participate in the job application and interview process, to perform essential job functions, and to receive other benefits and privileges of employment. While Etsy supports visa sponsorship, sponsorship opportunities may be limited to certain roles and skillsets.

Many Etsy roles are open to remote candidates, and you'll be able to identify which ones within the location header of each job description. We're open to remote hires from all U.S. states except Hawaii and Alaska. For candidates who will work remotely from Colorado, visit this&nbsp;<a href="https://careers.etsy.com/global/en/Colorado-Equal-Pay-for-Equal-Work-Act-Information">link</a>&nbsp;for information related to Colorado's Equal Pay for Equal Work Act.

Etsy is the global marketplace for unique and creative goods.

Software Engineer II, Machine Learning, Retrieval Sciences

Etsy is the global marketplace for unique and creative goods. We build, power, and evolve the tools and technologies that connect entrepreneurs with buyers around the world. Etsy, Inc.'s 'house of brands' portfolio has expanded to now include four individually distinct ecommerce brands – Etsy, fashion resale marketplace Depop, musical instrument marketplace Reverb, and Brazil-based handmade goods marketplace Elo7. As an Etsy employee, you’ll tackle unique problems alongside talented coworkers committed to Keeping Commerce Human. We're large enough that you'll focus on meaningful, complex challenges, but small enough that you can make a rewarding impact.

Etsy is hiring a Machine Learning Engineer to join the Search Matching team. We are looking for individuals who are product and delivery-driven, and are passionate about making ML innovations in search matching to help improve the Etsy buyer/seller experience.

Does the problem of finding a needle in the haystack— the perfect handmade or vintage product among hundreds of millions that is unique for each user –&nbsp; using the latest ML innovations, at scale in a two-sided marketplace with 90+ million buyers, 4+ million sellers sound exciting to you? If so, this could be the perfect match.

Our team works closely with other Machine Learning and Information Retrieval Platform teams to develop custom large-scale models to retrieve the most relevant products for Etsy buyers. We are looking for individuals who are passionate about making ML innovations in search matching and retrieval to improve the Etsy buyer experience.

Here’s a taste of the problems we’re solving. We design, build and productionize:

What's NextIf you're interested in joining the team at Etsy, please send a cover letter and resume telling us why you'd be right for the position. As you've hopefully seen already, Etsy is a place that values individuality and variety. We don't want you to be like everyone else -- we want you to be like you! So write to us and tell us what you're all about.Our PromiseAt Etsy, we believe that a diverse, equitable and inclusive workplace makes us a more relevant, more competitive, and more resilient company. We encourage people from all backgrounds, ages, abilities, and experiences to apply. Etsy is an equal opportunity employer. We do not discriminate on the basis of race, color, ancestry, religion, national origin, sexual orientation, age, citizenship, marital or family status, disability, gender, gender identity or expression, pregnancy or caregiver status, veteran status, or any other legally protected status. We will ensure that individuals with disabilities are provided reasonable accommodations to participate in the job application and interview process, to perform essential job functions, and to receive other benefits and privileges of employment. While Etsy supports visa sponsorship, sponsorship opportunities may be limited to certain roles and skillsets.For U.S. roles only:Many Etsy roles are open to remote candidates, and you'll be able to identify which ones within the location header of each job description. We're open to remote hires from all U.S. states except Hawaii and Alaska. For candidates who will work remotely from Colorado, visit this&nbsp;<a href="https://careers.etsy.com/global/en/Colorado-Equal-Pay-for-Equal-Work-Act-Information">link</a>&nbsp;for information related to Colorado's Equal Pay for Equal Work Act.

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Superstar Machine Learning Engineer Neededat Deeplink

Software Engineer II, Machine Learning, Retrieval Sciencesat Etsy

Etsy is the global marketplace for unique and creative goods.

Senior Software Engineer II, Machine Learning, Search Matchingat Etsy

Etsy is the global marketplace for unique and creative goods.