Mid-Level Machine Learning Engineer (15h Left)...

PlayStation isn’t just the Best Place to Play — it’s
also the Best Place to Work. Today, we’re recognized as a global
leader in entertainment producing The PlayStation family of
products and services including PlayStation5, PlayStation4,
PlayStationVR, PlayStationPlus, acclaimed PlayStation software
titles from PlayStation Studios, and more. PlayStation also strives
to create an inclusive environment that empowers employees and
embraces diversity. We welcome and encourage everyone who has a
passion and curiosity for innovation, technology, and play to
explore our open positions and join our growing global team. The
PlayStation brand falls under Sony Interactive Entertainment, a
wholly-owned subsidiary of Sony Corporation. Mid-Level Machine
Learning Engineer Do you want to join a Machine Learning team
committed to personalizing the PlayStation experience for hundreds
of millions of users? The work we do delivers impactful insights to
build an increasingly dynamic and interactive experience! The
Machine Learning Engineers within the platform engineering group
will deliver optimized interactions across PlayStation experiences
and systems by designing, coding, training, documenting,
cost-effectively deploying and evaluating very large-scale machine
learning systems. We are looking for someone who can build
delightful products and experiences for millions, in an agile
environment, collaborating with teams across Engineering and
Product. Further, you will be immersed in groundbreaking ML
technologies, tools and processes, as you help to advance our
technical objectives and architectural initiatives. You Will: -
Design and develop various machine learning and deep learning
models and systems for high-impact consumer-facing applications
such as content personalizations and product recommendations. -
Work with a broad spectrum of state-of-the-art machine learning and
deep learning technologies, in the areas of recommendation systems.

• Create metrics and configure A/B testing to evaluate model
  performance offline and online to inform and convey our impacts to
  diverse groups of stakeholders. - Collaborate with cross-functional
  teams of technical members and non-technical members in
  architecture, design and code reviews. - Analyze and produce
  insights from a large amount of dynamic structured and unstructured
  data using modern big data and streaming technologies. - Produce
  reusable code according to standard methodologies in Python. You
  Bring: - Masters degree in CS/Statistics/Data Science, with a
  specialization in machine learning or equivalent experience. -
  Experience with Python, and ideally also Scala or Java. -
  Experience in developing ML models for structured data, and ideally
  also unstructured data. - Industry work experience in designing and
  implementing large-scale machine learning-based solutions that
  ideally include: recommender systems, personalization, and A/B
  testing. - Strong machine learning and statistical knowledge.
  Preferred Qualifications: - Proficient with Machine learning
  frameworks such as Tensorflow, PyTorch, MLlib. - Experience with
  Databricks, Spark, Tecton, Kubernetes, Helm, Jenkins. - Familiarity
  with standard methodologies in large-scale DL training/Inference. -
  Experience with reducing model serving latency, memory footprint. -
  Experience in cloud-based environments, such as AWS. - Experience
  working with custom ML platforms. Equal Opportunity Statement: Sony
  is an Equal Opportunity Employer. All persons will receive
  consideration for employment without regard to gender (including
  gender identity, gender expression and gender reassignment), race
  (including colour, nationality, ethnic or national origin),
  religion or belief, marital or civil partnership status,
  disability, age, sexual orientation, pregnancy, maternity or
  parental status, trade union membership or membership in any other
  legally protected category. We strive to create an inclusive
  environment, empower employees and embrace diversity. We encourage
  everyone to respond. PlayStation is a Fair Chance employer and
  qualified applicants with arrest and conviction records will be
  considered for employment. #J-18808-Ljbffr