Senior ML & AI Engineer

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    "description": "<p><span style=\"font-family: Inter, sans-serif; font-size: 12pt; font-weight: bold\">About Beatport</span></p>\n<p><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">For over 20 years, Beatport has been the global leader in DJ and club culture, pushing the boundaries of dance music to all corners of the world. Created by DJs for DJs, Beatport has always been dedicated to innovating new products and services to support evolving generations of music performers and producers.</span></p>\n<p><br></p>\n<p><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">The Beatport Group includes some of the best-known brands in DJ culture, including Beatport, Ampsuite, LabelRadar, Plugin Boutique, Beatport Live &amp; The International Music Summit (IMS). We are consistently looking for bright, creative professionals with diverse perspectives and backgrounds.</span></p>\n<p><br></p>\n<p><span style=\"font-family: Inter, sans-serif; font-size: 12pt; font-weight: bold\">Where you come in:</span></p>\n<p><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">We are seeking an experienced and adaptable machine learning (ML) and artificial intelligence (AI) engineering professional to join a nimble and best-in-class data team at The Beatport Group. The role will report to the Director of Intelligence Engineering, and will share in the ownership and delivery of cutting edge, scalable ML/AI models. </span></p>\n<p><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Initial workstreams will likely include:</span></p>\n<ul>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Recommendations and personalisation</span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Search optimisation</span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Audio modelling</span></li>\n</ul>\n<p><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">You will play a crucial role in transforming our data into genuinely useful product features that empower artists and connect DJs with the music that they love. You will ideally have 4-5 years of direct experience as an ML/AI focused engineer, with some experience in data science or similarly styled teams being advantageous. You will be able to demonstrate expert proficiency in Google Cloud Platform’s (GCP) latest ML/AI tooling, including, but not limited to:</span></p>\n<ul>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">VertexAI </span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">BigQuery &amp; BigQuery ML </span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Gemini &amp; Vector Search </span></li>\n</ul>\n<p><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">You will also work closely with our Lead Data Scientist in building and maintaining our API service to deliver the team’s output to Platform Engineering. FastAPI experience would be advantageous in this regard.</span> <br></p>\n<p><br></p>\n<p><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">This role can be <span style=\"font-weight: bold\">hybrid (London) or remote (UK) but you must have a right to work without restriction and be based in the UK. </span>The Technology Group is spread across Europe and North America. </span></p>\n<p><span style=\"font-family: Inter, sans-serif; font-size: 12pt; font-weight: bold\">This is an exciting opportunity to shape the future of our ML/AI roadmap for a group at the forefront of electronic music and DJ culture.</span> <br></p>\n<p><br></p>\n<p><span style=\"font-family: Inter, sans-serif; font-size: 12pt; font-weight: bold\">As a Senior ML &amp; AI Engineer, you will be responsible for: </span></p>\n<ul>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Developing and implementing ML and AI based solutions to enhance and optimise the Beatport customer experience. This may include semantic search to improve crate digging, content recommendation/personalisation engines, or leveraging our catalog for the development of best-in-class audio models for music professionals.</span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Acting as a subject matter expert regarding GCP’s latest ML/AI tooling, and continuously prototyping and advocating for new tooling to ensure that our MLOps and AI infrastructure remains fit for purpose.</span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Owning the development cycle of our ML and AI pipelines, ensuring that our modeling is exposed in an as low latency and cost effective manner as possible, with a focus on robust CI/CD, and continuous iterative testing.</span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Collaborating with Platform Engineering and Product to prioritise relevant workstreams across the Beatport Group.</span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Working in conjunction with the Group’s data scientists, data engineers and data analysts to refine and develop scalable data architectures to deliver unified and actionable ML/AI based intelligence across the Beatport Group data stack.</span></li>\n</ul>\n<p><br><span style=\"font-family: Inter, sans-serif; font-size: 12pt; font-weight: bold\">As a Senior ML &amp; AI Engineer, you will require: </span></p>\n<ul>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">4-5 years of direct experience as an ML/AI focused engineer, with 1+ year in a senior capacity preferred.</span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Master's or PhD degree in Computer Science, Statistics, Mathematics, or a related quantitative field.</span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Expert proficiency in GCP’s ML/AI tooling, and its data ecosystem in general. </span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Expert proficiency with Python and its core ML/AI libraries eg PyTorch, XGBoost, TensorFlow.</span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Expert proficiency with SQL development, with Google dialects being advantageous.</span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Proficiency with an API web framework eg FastAPI, Django, Flask. </span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Robust CI/CD discipline for ML, for example, GitHub Actions or GitLab CI, and infrastructure as code solutions for automating model rollout such as Terraform.</span></li>\n</ul>\n<p><br><span style=\"font-family: Inter, sans-serif; font-size: 12pt; font-weight: bold\">As a Senior ML &amp; AI Engineer, it would be beneficial to have: </span></p>\n<ul>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Worked in a data science or data science adjacent environment.</span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Familiarity with experimentation and AB testing frameworks and packages.</span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Experience with vector databases or other methodologies that can support larger scale semantic search and retrieval pipelines.</span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Experience with data build tool (dbt). </span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">Domain knowledge in digital signal processing and/or audio fingerprinting in the context of the music industry. </span></li>\n<li><span style=\"font-family: Inter, sans-serif; font-size: 12pt\">General music industry experience and/or an interest in DJ culture.</span></li>\n</ul>\n<p><br></p>\n<p><span style=\"font-size: 12pt; font-weight: bold\">The Beatport Group Culture </span></p>\n<p><span style=\"font-size: 12pt\">At Beatport Group, creativity and community are at the forefront of everything we do. Our company is a hub of innovation, driven by a commitment to authenticity and a deep understanding of the music landscape. Our culture is built on the values of D.A.N.C.E (Demand Diversity, Accountability to our communities, Nurturing our ecosystem, Community first, always, and Evolution of our mission). We promote inclusiveness, innovative thinking, and thoughtful contributions, ensuring that we not only serve but also evolve with the diverse global DJ &amp; music producer market. </span></p>\n<p><br></p>\n<p><span style=\"font-size: 12pt\"><span style=\"font-weight: bold\">How to apply</span> </span></p>\n<p><span style=\"font-size: 12pt\">Please apply with your resume by clicking the \"apply\" link </span></p>\n<p><br></p>\n<p><span style=\"font-size: 12pt\"><span style=\"font-weight: bold\">Benefits</span> </span></p>\n<p><span style=\"font-size: 12pt\">The position is within a highly motivated team with a positive working climate, allowing you to express your talent fully. In addition, we offer appropriate remuneration and very good development opportunities within a dynamically growing enterprise. Beyond this, the position provides an intensive integration into the international music scene. </span></p>\n<p><br></p>\n<ul>\n<li><span style=\"font-size: 12pt\">Participation in company's annual bonus pool program</span></li>\n<li><span style=\"font-size: 12pt\">A professional environment with room for creativity and fun </span></li>\n<li><span style=\"font-size: 12pt\">VIP Access to local music events &amp; Livestreams</span></li>\n<li><span style=\"font-size: 12pt\">Enhanced holiday allowance </span><br></li>\n<li><span style=\"font-size: 12pt\">Focus Days </span></li>\n<li><span style=\"font-size: 12pt\">BUPA Health Insurance </span></li>\n<li><span style=\"font-size: 12pt\">Learning Days </span><br></li>\n<li><span style=\"font-size: 12pt\">Employer matched pension </span></li>\n<li><span style=\"font-size: 12pt\">+ More</span></li>\n</ul>\n<p><br></p>\n<p><span style=\"font-size: 12pt; font-weight: bold\">Equal Employment Opportunity </span></p>\n<p><span style=\"font-size: 12pt\">The Beatport Group strongly supports equal employment opportunity for all applicants regardless of race, color, religion, sex, gender identity, pregnancy, national origin, ancestry, citizenship, age, marital status, physical disability, mental disability, medical condition, sexual orientation, genetic information, or any other characteristic protected by state or federal law. </span></p>\n<p><br></p>\n<p><span style=\"font-size: 12pt; font-weight: bold\">Hiring Practices </span></p>\n<p><span style=\"font-size: 12pt\">This job description has been designed to indicate the general nature and level of work performed by employees within this classification. It is not intended to contain or be interpreted as a comprehensive inventory of all duties, responsibilities, and qualifications required of employees assigned to this job. The Beatport Group’s recruitment policies are designed to place the most highly qualified persons available in a timely and efficient manner. The Beatport Group may pursue all avenues available, including promotion from within, employee referrals, outside advertising, Internet recruiting, job fairs and college recruiting. <span style=\"font-weight: bold\">The Beatport Group does not accept speculative CV's from employment agencies unless specifically requested by the Talent Team. Please can we politely request that you do not contact our hiring managers.</span></span></p>",
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