DeepMind for Google (DMG) collaborates closely with a wide variety of teams across Google / Alphabet, using DeepMind expertise to deploy advanced machine learning algorithms with the goal of improving Alphabet products and services. We are a driven, collaborative, diverse team based in Mountain View. Our current engagements include teams in Cloud, Android, Assistant, Youtube and Maps. We collaborate closely with DeepMind's and Google's Research teams on several projects. Each project typically consists of a team of engineers working closely with our product partners and with our researchers, product managers and program managers.
You'll work in one of our machine learning project teams. Each project differs in its specifics, but they tend to involve significant experimentation in close collaboration with our partner teams. Common phases include understanding our partner's objectives, stakeholders, products, constraints, key metrics, and systems; gathering, transforming, and analysing data; proposing, building, evaluating, and debugging practical machine learning models and algorithms; integrating our pipelines, models and predictions into production serving systems; running and analyzing experiments and iterating based on outcomes.
Some of our current projects are focusing on Natural Language Generation/Understanding, Multimodal Understanding and GraphNets so experience in any of these is highly beneficial.
We highly value strong ML research engineers who are willing to help out with whatever moves our projects forward. You should be flexible in adapting to changing requirements and able to cope with and reduce ambiguity. An ability to quickly understand, augment, test, and debug unfamiliar systems is valuable.
MSc/PhD degree in computer science, mathematics, applied stats, machine learning or similar OR BSc and several years proven experience in an engineering role in industry
Strong Software Engineering experience - experience working on large-scale ML projects highly beneficial
Strong knowledge and experience of Python and/or C++
Proven knowledge of machine learning and/or statistics, knowledge of Tensorflow or similar ML frameworks
Proven experience working in industry, working on projects from proof-of-concept through to implementation highly beneficial
Experience in Multimodal ML, Graph Neural Networks, Generative models and Language Generation/Understanding is highly beneficial
Competitive Salary Applies
DeepMind welcomes applications from all sections of society. We are committed to equal employment opportunity regardless of sex, race, religion or belief, ethnic or national origin, disability, age, citizenship, marital, domestic or civil partnership status, sexual orientation, gender identity, pregnancy, maternity or related condition (including breastfeeding) or any other basis as protected by applicable law. If you have a disability or additional need that requires accommodation, please do not hesitate to let us know.
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