Data Scientist
Data Scientist
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Job Description
Hamburg Berlin hybrid
DEPT/AI has a single mission: to make the best work in the industry using AI to enhance everything we do. This role sits within our EMEA Data & AI practice which has deep expertise in leveraging AI. The team includes data strategists consultants data scientists and analysts that work alongside DEPT teams around the world across different services from commerce to full-funnel media content engineering to internal operations. You will be solving some of the hardest and most challenging problems facing some of the best loved brands in the world and doing this alongside an experienced team.
JOB PURPOSE
We are seeking a talented and passionate Data Scientist to join our growing team. As a Data Scientist you will play a crucial role in designing developing and deploying innovative solutions for our clients across various industries. You will collaborate with a team of experts to solve complex business challenges using cutting-edge technologies.
KEY RESPONSIBILITIES
- Design data-driven solutions tailored to client challenges leveraging advanced analytical methods ML models and AI technologies to deliver business value.
- Build predictive models to assess media effectiveness forecast customer behavior and recommend personalized content or products informed by a deep understanding of customer journeys and marketing objectives.
- Implement end-to-end scalable ML systems - including model training inferencing deployment and monitoring - leveraging latest cloud technologies.
- Perform advanced statistical analysis including A/B testing causal inference and experimental design
- Work closely with data engineers analysts consultants and clients - taking a leading role in guiding and integrating efforts to ensure seamless development of solutions that create business impact
- Communicate complex technical solutions to clients in an understandable way delivering progress reports and demonstrations
- Consult and guide clients on data and ML implementation serving as a trusted advisor on data-driven decision making
WHAT WE ARE LOOKING FOR
- MSc degree in a highly analytical and quantitative discipline like Econometrics Data Science Statistics Computer Science Mathematics or Artificial Intelligence
- Experience in advanced analytics data science and/or ML engineering roles
- A strong foundation in traditional statistical methods (e.g. regression time series probabilistic models) combined with a proactive mindset for exploring and applying cutting-edge developments in ML and AI.
- Understanding of customer experience principles and marketing analytics including customer journey mapping conversion optimization and media effectiveness.
- Proficiency in Python with extensive experience in data science libraries (-learn pandas NumPy SciPy etc)
- Experience with ML frameworks such as TensorFlow PyTorch XGBoost LightGBM or similar
- Strong SQL skills and experience with data warehousing solutions (Snowflake BigQuery Redshift)
- Experience with cloud platforms (AWS Azure GCP) and their ML and AI services (SageMaker Azure ML Vertex AI)
- Knowledge of MLOps tools including Docker MLflow Kubeflow or similar platforms
- Experience with version control (Git) and collaborative development practices
- Excellent analytical thinking and problem-solving abilities
- Strong communication skills with ability to explain technical concepts to business audiences
WE OFFER
- Flexible hybrid working policy (1-2 days at the office depending on location);
- Company pension scheme.
- Lease bike options / JobRad and 25% subsidy for the Deutschlandticket.
- Occasional breakfast/lunch at the office Smoothie Tuesdays.
- Stay happy and healthy with a contribution to your health through the OpenUp platform;
- 30 per month - You can use the flexible package for digital food stamps and/or fitness providers/sport clubs/massage studios internet costs and/ or public transport.
- Future Bens - Exclusive access to sustainable healthy products at attractive deals.
- Social events plenty of opportunities to connect with colleagues through organised activities and celebrations.
- A reputation for doing good. DEPT has been a Certified B Corp since 2021 and named Agency of the Year at both The Lovies and The Webby Awards.
- Awesome clients. Whether big or small local or global at DEPT youll get the opportunity to work with clients of all sizes and across all industries. And we celebrate all of our successes together!
- The opportunity for possibility. We want to enable you to do what you do best and help you develop your skills further with training development and certifications.
- Global annual DEPT Cares Month in which employees come together and donate their skills to support local charities.
WHO ARE WE
We are pioneers at heart. What does that mean We are always looking forward thinking of what we can create tomorrow that does not exist today. We were born digital and we are a new model of agency with a deep skillset in tech and marketing. Thats why we hire curious self-driven talented people who never stop innovating.
Our culture is big enough to cope and small enough to care. Meaning that with people across 30 countries were big enough to provide you with the best tools global opportunities and benefits that help you thrive. While acting small by investing in you your growth your team and giving you the autonomy to solve our clients problems no matter where you are in the world.
DIVERSITY EQUITY & INCLUSION
At DEPT we take pride in creating an inclusive workplace where everyone has an equal opportunity to thrive. We actively seek to recruit develop nurture and retain talented individuals from diverse backgrounds with varying skills and perspectives.
Not sure you meet all qualifications Apply and let us decide! Research shows that women and members of underrepresented groups tend not to apply for jobs when they think they may not meet every requirement when in fact they do. We believe in giving everyone a fair chance to shine.
We also encourage you to reach out to us and discuss any reasonable adjustments we can make to support you throughout the recruitment process and your time with us.
Want to know more about our dedication to diversity equity and inclusion Check out our efforts here.
Employment Type
Full-Time
