Senior Data Scientist II

Software Engineering Lead

About the Role : <ul><li>As a data scientist on our team, you will work on new product development in a small team environment writing production code in both run-time and build-time environments.&nbsp;</li><li>You will help propose and build data-driven solutions for high-value customer problems by discovering, extracting, and modeling knowledge from large-scale natural language datasets including matter and contract repository, invoice/legal spend data and work management.&nbsp;</li><li>You will prototype new ideas, collaborating with other data scientists as well as product designers, data engineers, front-end developers, and a team of expert legal data annotators.</li><li>You will get the experience of working in a start-up culture with the large datasets and many other resources of an established company.</li><li>We are committed to advancing gender diversity within the technology sector and supporting greater representation of women in tech. To further this commitment,</li></ul> Responsibilities: <ul><li>Develop and implement LLM-based applications tailored for legal use-cases&nbsp;</li><li>Evaluate and help maintain our data assets and training/evaluation data sets&nbsp;</li><li>Design and build pipelines for preprocessing, annotating, and managing legal document datasets&nbsp;</li><li>Collaborate with legal experts to understand requirements and ensure ML-applications meet domain-specific needs&nbsp;</li><li>Conduct experiments and evaluate model performance to drive continuous improvements&nbsp;</li><li>Fine-tune and deploy large language models to enhance their performance on legal text processing tasks&nbsp;</li><li>Interface with other technical personnel or team members to finalize requirements.&nbsp;</li><li>Work closely with other development team members to understand complex product requirements and translate them into software designs.&nbsp;</li><li>Successfully implement development processes, coding best practices, and code reviews for production environments.</li></ul> Requirements:&nbsp; <ul><li>Able to work in person 2 days per week&nbsp;</li><li>Bilingual English and Spanish&nbsp;</li><li>Practical experience with large language models, prompt engineering, fine-tuning RAG-based applications and benchmarking, using frameworks such as LangChain&nbsp;</li><li>MS in Data Science, Computer Science, Statistics, Machine Learning, or relevant work experience&nbsp;</li><li>Practical experience in Natural Language Processing methods and libraries such as spaCy, word2vec, Flair, BERT (ways to vectorize text data)&nbsp;</li><li>Formal training in machine learning: dimensionality reduction, clustering, embeddings, and sequence classification algorithms&nbsp;</li><li>Strong Python background&nbsp;</li><li>Knowledge of AWS, GCP, Azure, or other cloud platform&nbsp;</li><li>Understanding of data modeling principles and complex data models.&nbsp;</li><li>Proficiency with relational and NoSQL databases as well as vector stores (e.g., MySQL, Postgres, Solr, Elasticsearch/OpenSearch)</li><li>Knowledge of Spark-Scala, Ray or other distributed computing systems highly preferred&nbsp;</li><li>Knowledge of API development, containerization, and machine learning deployment highly preferred&nbsp;</li><li>Experience with ML Ops/AI Ops including experiment tracking tools like LangFuse and DVC&nbsp;</li><li>Experience with deep learning frameworks such as PyTorch, Tensorflow and Hugging Face Transformers Work in a way that works for you We promote a healthy work/life balance across the organization. </li><li>We offer an appealing working prospect for our people.&nbsp;</li><li>With numerous wellbeing initiatives, shared parental leave, study assistance and sabbaticals, we will help you meet your immediate. </li><li>Working flexible hours - flexing the times when you work in the day to help you fit everything in and work when you are the most productive.</li></ul>

Role Description: <ul><li>The Software Engineer Lead will be in a position to serve as a subject matter expert for a specific team of Software Engineers.</li><li>In addition to writing code on complex systems and applications, this position provides direction on project plans, schedules, and methodologies.</li><li>The position has direct reports. We are committed to advancing gender diversity within the technology sector and supporting greater representation of women in tech.</li></ul> To further this commitment, we have implemented the following initiatives: <ul><li>Women in Technology (WiT) Mentoring Program: This program is tailored to enhance career development for female talent in tech roles across all our businesses.</li><li>Women’s Network Forum: We offer dedicated forums that foster community, mentorship, and professional growth for women.&nbsp;</li></ul> Inspiring Future Talent: <ul><li>We actively engage with schools, hosting events to inspire young females to consider and pursue careers in technology.</li></ul> Responsibilities: <ul><li>Serve as the initial point of escalation for software development issues within specific area of responsibility.</li><li>Interface with other technical personnel or team members to finalize requirements.</li><li>Write and review portions of detailed specifications for the development of system components of moderate complexity.</li><li>Complete complex bug fixes. Work closely with other development team members to understand moderately complex product requirements and translate them into software designs.</li><li>Successfully implement development processes, coding best practices, and code reviews.</li><li>Operate in various development environments (Agile, Waterfall, etc.) while collaborating with key stakeholders.</li><li>Resolve complex technical issues as necessary. Mentor and/or train entry-level software engineers as directed by department management, ensuring they are knowledgeable in critical aspects of their roles.</li><li>Keep abreast of new technology developments. Design and work with complex data models. Carry out management responsibilities in accordance with the organization’s policies, procedures, and applicable laws.&nbsp;</li><li>Responsibilities include interviewing, hiring, and training employees; planning, assigning, and directing work; appraising performance; rewarding and disciplining employees; and addressing complaints and resolving problems.</li><li>Ensure all staff is provided with training and resources needed to perform their jobs to the most outstanding degree possible.</li><li>Ensure all staff is provided with frequent feedback and coaching in order to meet and exceed individual and team performance goals consistently.</li><li>Manage and encourage new ideas from staff to foster improvements through innovations.</li><li>Empower the staff to be accountable and responsible for their own actions and decisions.</li></ul> Requirements: <ul><li>Bilingual English and Spanish All Qualified Applicants must reside in Mexico City Able to work in person 2-4 days per week as needed Expertise in object-oriented development languages such as Java or .Net (C#) with an added benefit of having experience in front end technologies such as Angular or React.</li><li>Experience in software development methodologies (e.g., Kahn Bahn and Scrum).</li><li>Ability to partner and lead internal and external technology resources in solving complex business needs.</li><li>Ability to design and work with complex data models. Ability to partner and lead internal and external technology resources in solving complex business needs.</li><li>Test-driven development. Ability to write and review portions of detailed specifications for the development of complex system components.</li><li>Strong skills in setting, communicating, implementing, and achieving business objectives and goals through the direct management of others.</li><li>Strong organization/project planning, time management, and change management skills across multiple functional groups and departments, and strong delegation skills involving prioritizing and reprioritizing projects and managing projects of various size and complexity.</li><li>Strong problem-solving experience involving leading teams in identifying, researching, and coordinating the resources necessary to effectively troubleshoot/diagnose complex project issues; prior success extracting/translating findings into alternatives/solutions; and identifying risks/impacts and schedule adjustments to facilitate management decision-making.</li><li>Strong interpersonal, communication, and presentation skills applicable to a wide audience including peers, senior and executive management etc.</li></ul> Other Information: Work in a way that works for you <ul><li>We promote a healthy work/life balance across the organization.</li><li>We offer an appealing working prospect for our people.</li><li>With numerous wellbeing initiatives, shared parental leave, study assistance and sabbaticals, we will help you meet your immediate responsibilities and your long-term goals.</li><li>Working flexible hours - flexing the times when you work in the day to help you fit everything in and work when you are the most productive Working for you We know that your well-being and happiness are key to a long and successful career.</li></ul> These are some of the benefits we are delighted to offer:&nbsp; <ul><li>Private Medical/Dental Plan Savings Fund Life Insurance Meal/Grocery Voucher</li></ul>

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Senior Data Scientist II

Software Engineering Lead

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Senior Data Scientist II

Software Engineering Lead

WhiteCrow WhiteCrow is on a mission to connect companies with the best talent across the globe.

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