Machine Learning Engineer II

Job title:

Machine Learning Engineer II

Company

GlaxoSmithKline

Job description

At GSK we see a world in which advanced applications of Machine Learning and AI will allow us to develop novel therapies to existing diseases and to quickly respond to emerging or changing diseases with personalized drugs, driving better outcomes at reduced cost with fewer side effects. It is an ambitious vision that will require the development of products and solutions at the cutting edge of Machine Learning and AI. If that excites you, we’d love to chat.Our team is focused on accelerating the discovery and development of novel RNA therapeutics. This work explores the exciting potential of applying state-of-the-art machine learning and AI to life sciences and drug discovery. We’re looking for an accomplished Machine Learning Engineer to help us make this vision a reality. Strong candidates will have a track record of shipping high performing AI/ML powered products in production environments, and a passion for solving challenging problems in Artificial Intelligence and Machine Learning. Educational or professional background in the biological sciences is a plus but is not necessary; passion to help therapies for new and existing diseases, and a pattern of continuous learning and development is required.The AI/ML team is built on the principles of ownership, accountability, continuous development, and collaboration. We hire for the long term, and we’re motivated to make this a great place to work. Our leaders will be committed to your career and development from day one.In this role you will

• Builds models, services, and libraries that fulfil the stated API contract and metrics for project

Effectively iterates on model design, training process design, code abstractions, etc. to improve key metrics of their model, service, or library * Aggressively tests their code to ensure the specification is met

• Proactively communicates problems, delays, and changes to project lead or senior engineers and asks for help
• Engages with code review and views it as a learning tool to improve engineering practice
• Commits code early and often, and seeks feedback along the way when needed
• Frequently demos work and/or lessons learned for their team or for the organization

Why you?Qualifications & Skills:We are looking for professionals with these required skills to achieve our goals:

• Graduate studies in Computer Science or Applied Mathematics, undergraduate studies in Computer Science and relevant graduate studies in the life sciences with a focus on AI/ML techniques, or undergraduate studies in Computer Science and equivalent work history. Candidates with graduate studies in CS and biological sciences or equivalent work history will be highly competitive.
• Industry experience in software engineering in python and/or C++
• Understanding and application of best practices in Machine Learning, with breadth across the ML stack
• Have shipped products powered by machine learning

Preferred Qualifications & Skills:If you have the following characteristics, it would be a plus:

• PhD in Computer Science
• Understanding of modern ML Architectures, Platforms, and backend systems, including PyTorch or TensorFlow
• Experience applying ML methods to problems in the biology or life sciences domain
• Understanding and application of best practices in machine learning, software engineering, and/or production deployment of ML services
• Track record of contributing to open source projects
• Mentality of commit early and often, metrics before models, and shipping high quality production code

Closing Date for Applications: Monday 2nd September 2024 (COB)Please take a copy of the Job Description, as this will not be available post closure of the advert.
When applying for this role, please use the ‘cover letter’ of the online application or your CV to describe how you meet the competencies for this role, as outlined in the job requirements above. The information that you have provided in your cover letter and CV will be used to assess your application.During the course of your application, you will be requested to complete voluntary information which will be used in monitoring the effectiveness of our equality and diversity policies. Your information will be treated as confidential and will not be used in any part of the selection process. If you require a reasonable adjustment to the application / selection process to enable you to demonstrate your ability to perform the job requirements, please contact 0808 234 4391. This will help us to understand any modifications we may need to make to support you throughout our selection process.#LI-GSK#GSKTech1Why GSK?Uniting science, technology and talent to get ahead of disease together.GSK is a global biopharma company with a special purpose – to unite science, technology and talent to get ahead of disease together – so we can positively impact the health of billions of people and deliver stronger, more sustainable shareholder returns – as an organisation where people can thrive. We prevent and treat disease with vaccines, specialty and general medicines. We focus on the science of the immune system and the use of new platform and data technologies, investing in four core therapeutic areas (infectious diseases, HIV, respiratory/ immunology and oncology).Our success absolutely depends on our people. While getting ahead of disease together is about our ambition for patients and shareholders, it’s also about making GSK a place where people can thrive. We want GSK to be a place where people feel inspired, encouraged and challenged to be the best they can be. A place where they can be themselves – feeling welcome, valued, and included. Where they can keep growing and look after their wellbeing. So, if you share our ambition, join us at this exciting moment in our journey to get Ahead Together.As an Equal Opportunity Employer, we are open to all talent. In the US, we also adhere to Affirmative Action principles. This ensures that all qualified applicants will receive equal consideration for employment without regard to neurodiversity, race/ethnicity, colour, national origin, religion, gender, pregnancy, marital status, sexual orientation, gender identity/expression, age, disability, genetic information, military service, covered/protected veteran status or any other federal, state or local protected class*(*US only).We believe in an agile working culture for all our roles. If flexibility is important to you, we encourage you to explore with our hiring team what the opportunities are.Should you require any adjustments to our process to assist you in demonstrating your strengths and capabilities contact us on or 0808 234 4391.Please note should your enquiry not relate to adjustments, we will not be able to support you through these channels. However, we have created a UK Recruitment FAQ guide. Click the and scroll to the Careers Section where you will find answers to multiple questions we receive .As you apply, we will ask you to share some personal information which is entirely voluntary. We want to have an opportunity to consider a diverse pool of qualified candidates and this information will assist us in meeting that objective and in understanding how well we are doing against our inclusion and diversity ambitions. We would really appreciate it if you could take a few moments to complete it. Rest assured, Hiring Managers do not have access to this information and we will treat your information confidentially.Important notice to Employment businesses/ AgenciesGSK does not accept referrals from employment businesses and/or employment agencies in respect of the vacancies posted on this site. All employment businesses/agencies are required to contact GSK’s commercial and general procurement/human resources department to obtain prior written authorization before referring any candidates to GSK. The obtaining of prior written authorization is a condition precedent to any agreement (verbal or written) between the employment business/ agency and GSK. In the absence of such written authorization being obtained any actions undertaken by the employment business/agency shall be deemed to have been performed without the consent or contractual agreement of GSK. GSK shall therefore not be liable for any fees arising from such actions or any fees arising from any referrals by employment businesses/agencies in respect of the vacancies posted on this site.Please note that if you are a US Licensed Healthcare Professional or Healthcare Professional as defined by the laws of the state issuing your license, GSK may be required to capture and report expenses GSK incurs, on your behalf, in the event you are afforded an interview for employment. This capture of applicable transfers of value is necessary to ensure GSK’s compliance to all federal and state US Transparency requirements. For more information, please visit GSK’s Transparency Reporting site.

Expected salary

Location

London

Job date

Sat, 21 Sep 2024 00:54:57 GMT

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