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Python
R ProgrammingData Scientist – Program Embedded
Job Description:
We are seeking a highly skilled and motivated senior data scientist to support a big data program. The successful candidate will play a pivotal role in supporting multiple projects in this program covering traditional tasks from revenue management, demand forecasting, improving customer experience to testing/using new tools/platforms such as Copilot Fabric for different purpose. The expected candidate would have deep expertise in machine learning methodology and applications. And he/she should have completed multiple large scale data science projects (full cycle from ideation to BAU). Beyond technical expertise, problem solving in complex set-up will be key to the success for this role. This is a data science role directly embedded into the program/projects, stake holder management and collaborations with patterner are crucial to the success on this role (on top of the deep expertise).
What we are looking for:
- Highly efficient in Python/Pyspark/R.
- Understand MLOps concepts, working experience in product industrialization (from Data Science point of view). Experience in building product for live deployment, and continuous development and continuous integration.
- Familiar with cloud platforms such as Azure, GCP, and the data management systems on such platform. Familiar with Databricks and product deployment on Databricks.
- Experience in ML projects involving techniques: Regression, Time Series, Clustering, Classification, Dimension Reduction, Anomaly detection with traditional ML approaches and DL approaches.
- Solid background in statistics, probability distributions, A/B testing validation, univariate/multivariate analysis, hypothesis test for different purpose, data augmentation etc.
- Familiar with designing testing framework for different modelling practice/projects based on business needs.
- Exposure to Gen AI tools and enthusiastic about experimenting and have new ideas on what can be done.
- If they have improved an internal company process using an AI tool, that would be great (e.g. process simplification, manual task automation, auto emails)
- Ideally, 10+ years of experience, and have been on independent business facing roles.
- CPG or retail as a data scientist would be nice, but not number one priority, especially for those who have navigated through multiple industries.
- Being proactive and collaborative would be essential.
Some projects examples within the program:
- Test new tools/platforms such as Copilo, Fabric for commercial reporting. Testing, validation and build trust.
- Building algorithms for predicting trend in category, consumptions to support dashboards.
- Revenue Growth Management, create/understand the algorithms behind the tools (can be built by 3rd parties) we need to maintain or choose to improve. Able to prioritize and build product roadmap. Able to design new solutions and articulate/quantify the limitation of the solutions.
- Demand forecasting, create localized forecasts to improve in store availability. Proper model monitoring for early detection of potential issues in the forecast focusing particularly on improving the end user experience.
The recruiter has not been active on this job recently. You may apply but please expect a delayed response.
Machine Learning (ML)
Data ScienceData Scientist – Delivery & New Frontiers Manager
Job Description:
We are seeking highly skilled and motivated data scientist to join our Data Science team. The successful candidate will play a pivotal role in our data-driven initiatives and be responsible for designing, developing, and deploying data science solutions that drives business values for stakeholders. This role involves mapping business problems to a formal data science solution, working with wide range of structured and unstructured data, architecture design, creating sophisticated models, setting up operations for the data science product with the support from MLOps team and facilitating business workshops. In a nutshell, this person will represent data science and provide expertise in the full project cycle. Expectation of the successful candidate will be above that of a typical data scientist. Beyond technical expertise, problem solving in complex set-up will be key to the success for this role.
Responsibilities:
- Collaborate with cross-functional teams, including software engineers, product managers, and business stakeholders, to understand business needs and identify data science opportunities.
- Map complex business problems to data science problem, design data science solution using GCP/Azure Databricks platform.
- Collect, clean, and preprocess large datasets from various internal and external sources.
- Streamlining data science process working with Data Engineering, and Technology teams.
- Managing multiple analytics projects within a Function to deliver end-to-end data science solutions, creation of insights and identify patterns.
- Develop and maintain data pipelines and infrastructure to support the data science projects
- Communicate findings and recommendations to stakeholders through data visualizations and presentations.
- Stay up to date with the latest data science trends and technologies, specifically for GCP companies
Education / Certifications:
Bachelor’s or Master’s in Computer Science, Engineering, Computational Statistics, Mathematics.
Job specific requirements:
- Brings 5+ years of deep data science experience
∙ Strong knowledge of machine learning and statistical modeling techniques in a in a clouds-based environment such as GCP, Azure, Amazon
- Experience with programming languages such as Python, R, Spark
- Experience with data visualization tools such as Tableau, Power BI, and D3.js
- Strong understanding of data structures, algorithms, and software design principles
- Experience with GCP platforms and services such as Big Query, Cloud ML Engine, and Cloud Storage
- Experience in configuring and setting up the version control on Code, Data, and Machine Learning Models using GitHub.
- Self-driven, be able to work with cross-functional teams in a fast-paced environment, adaptability to the changing business needs.
- Strong analytical and problem-solving skills
- Excellent verbal and written communication skills
- Working knowledge with application architecture, data security and compliance team.
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Founded a decade ago, a group of seasoned professionals came together to ask ‘How might we use technology to bring the world closer to social justice?’ A small team was put together to create incredible solutions for organisations working towards delivering large scale impact. Today, we’re a global organisation providing disruptive software solutions to our customers who are solving important problems in their industry and also the world we live in. At TechnoIdentity, we challenge our team of passionate technologists to create forward-looking solutions for our customers that improve operational efficiency and bolster their bottom line. We empower them with the tools, methodologies and decision-making to make real impact, fast. We invite creative minds and businesses to TechnoIdentity, let’s collaborate to transform lives through technology.
Life at TechnoIdentity is shaped by the belief that everyone deserves to bring their authentic self to work and as responsible adults, you will choose to spend your time wisely on things matters the most to you.
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Unravel Carbon is the climate platform helping companies with global supply chains make data-driven decisions.
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We are backed by some of the best investors, including Sequoia and Y Combinator.
Our calculation methodology is certified by TÜV Rheinland against the GHG Protocol corporate standard for Scope 1, 2, and 3 emissions, and the ISO 14064 series for GHG inventories.
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Key Focus Areas of Edstellar Global:
- International Corporate Training:
- Customized training programs catering to diverse industries worldwide.
- Specialized modules for cross-cultural teams and global business operations.
- Partnerships with Global Institutions:
- Collaborating with international universities, corporations, and training bodies.
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Potential Benefits of Edstellar Global:
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