乐元素Pipeline TD

强化学习算法研发与优化 设计并实现适用于人形机器人的强化学习算法（如 PPO、SAC、TD3、RLHF 等）。 探索基于 模仿学习、分层强化学习 等方法提升训练效率和泛化能力。 仿真环境构建与训练调试 熟练使用 Isaac Gym、Isaac Lab、MuJoCo 等构建高保真仿真环境。 搭建从感知到控制的闭环 RL 训练系统，包括奖励设计、状态定义、终止条件等模块。 在仿真中对人形机器人进行行走、站立、奔跑、上下坡、障碍避让等技能的训练和调试。 算法评估与系统优化 设计通用评估指标评估策略稳定性、收敛速度、鲁棒性等。 对训练 pipeline 进行系统优化（如并行采样、分布式训练、重参数化等）。 与机器人硬件团队协作 推动仿真到真实（Sim2Real）落地，参与策略在真实人形机器人上的迁移与调试。 参与系统集成和调试，包括控制接口适配与策略部署。

Why join us: Anker Innovations is a global leader in smart charging technologies and a developer of consumer products for the home, car, and mobile life Founded in 2011. We are committed to shaping the consumer electronics brand in the global marketplace, bringing innovative, technologically savvy leading products to consumers around the world. We've brought our products to 100+ countries and regions with more than 140 million users and a revenue of 2000+ million USD in 2022. Anker Innovations has successfully built Anker, a world-renowned high-end innovative charging brand, and launched intelligent hardware brands such as Eufy, Nebula, and Soundcore to further explore smart charging, smart voice, smart home and other fields, bringing leading products with technological charm and 1400+ intellectual property rights to the market, to ensure that our products continue to be popular. Today, we have a total of 4000+ employees in 15 offices across North America, Europe, Australia, Asia, LATAM and the Middle East and the proportion of R&D personnel up to 50%. We are always looking for top talents like you to join us! For more information, please visit: https://us.anker.com/ Location: Remote within the U.S. Job Overview: We are seeking a Key Account Manager – Distribution, Regional Retail, Airport & Military Channels to join our Anker Charging team. In this role, you will be responsible for driving revenue growth and strengthening strategic partnerships within our existing client base. Your primary focus will be to build, manage, and expand long-term relationships with key retail partners and distribution networks across the U.S., increasing Anker’s footprint in regional, airport, and military retail channels. Responsibilities: - Drive growth by identifying and cultivating retail partnerships and business opportunities within both the existing account base and targeted accounts defined by the team. - Manage and expand key client relationships, acting as a trusted partner to decision-makers by understanding their business needs, delivering value-added solutions, and ensuring an exceptional customer experience. - Develop and execute strategic account plans that align with customer goals and Anker’s growth objectives. - Monitor account performance and pipeline activity, leveraging data to identify trends, opportunities for upselling, and areas for optimization. - Collaborate cross-functionally with finance, logistics, warehousing, and marketing teams to ensure seamless execution of account initiatives, including pricing, promotions, and inventory planning. - Plan and manage promotional strategies and budgets in partnership with the marketing team, ensuring campaigns are aligned with brand goals and retail calendars. - Continuously seek operational improvements to enhance account performance, streamline processes, and drive efficiency across the business. - Demonstrate sound problem-solving and decision-making skills, particularly in high-pressure or fast-paced environments. - Stay current on industry trends by attending relevant trade shows, conferences, and seminars as needed.

Customer and Industry InsightsApplies expertise (deep expertise across few accounts or broad expertise across many accounts) and thought leadership to identify and inform the development of the right Industry Sales Kits and industry partners within the customer's vertical industry. Articulates and understands specific industry-related market trends, as well as customer threats, opportunities, and barriers to growth as they relate to the customer's broader industry. Leverages industry trends from other industries to gather insights and develop an informed perspective on similar issues that may occur within their industry/industries. Applies industry knowledge to support customers in solving issues.Synthesizes and combines various business and industry insights from their team, global best practices, proof points from experience/case studies with countries and/or regions, and deep industry expertise (e.g., level 200) related to customers and their competitors to conduct forecasting and develop recommendations for managing accounts and subsidiary planning. Ensures that all levels of the organization challenge customers to consider alternatives and adapt strategies, plans, business models, and solutions to insights. Orchestrates cross-regional teams to gather information, collaborate on performance markers, and identify potential risks in customer accounts. Oversees technical teams for driving opportunities with others, as necessary. Brings in business and industry insights to address the broader business challenges for the customer and deliver solutions. Differentiated Value PropositionPartners with a line-of-business leader or senior executive within a large-scale or high-impact customer organization to articulate how complex Microsoft technology/services will meet future business needs better than the competition and will enable the achievement of long-term growth and success. Provides an outside-in view around existing and emerging compete or other solutions that are also a requirement for the customer.Acts as the customer's Technology Mentor in established relationships with a line-of-business leader or senior executive within a large-scale or high-impact customer organization senior leaders, including technical decision makers (TDMs) and/or Business Unit leaders at the C-level (e.g., HR, Risk, Finance leadership). Develops extended relationships beyond core customers, advises on solutions, and aligns Microsoft capabilities with customer needs. Drives market share (e.g., cloud, collaboration, AI). Leads customer business transformations through digital technologies for assigned accounts to drive business outcomes and create business value for customers by understanding customer industry and position to provide guidance and to challenge customer thinking with innovative ideas that showcase the need for change and new strategic direction, and proactively involves corporate and cross-industry resources to drive customer transformation. Ensures line-of-business wins are captured (e.g., customer write-ups) as reference for scale, and represents the face of the business during public relations events for significant business wins. Education and Thought LeadershipLeads customer technology engagement by engaging and influencing technical resources of customer, partner, and Microsoft towards customer’s business transformation. Delivers regular (e.g., quarterly, monthly) industry/technology briefings to customer technology senior decision-makers technical teams.Uses existing and new readiness resources and demonstrates expertise in creating enablement plans for large and high-stakes customers, and all-up Microsoft business. Drives innovations to help customers meet capacity and capability goals, maximize reach, and impact and drive long-term engagement and thought leadership on the Microsoft platform, and influences large customers to see and adopt the strategic value. Drives customer skilling initiatives and execution. Mapping and Account PlanningEstablishes best practices and standards around account planning for budgeting, quota attainment, consumption goals, and customer consumption gaps to inform quarterly and fiscal objectives. Coordinates highly complex extended account teams (e.g., spanning complex technologies, geographies, functions) and drives forecasting and tracking of the business. Owns the technical portion of the account plan and leads the customer plan delivery for large, critical, and/or strategic accounts. Captures all Account Planning input in MSX D365 Account Plan.Helps customer technical specialists build the message to sell Microsoft offerings to other parts of their business or end users. Creates stakeholder maps for accounts, determines, and orchestrates a coverage plan, and builds out an execution framework across multiple Rooms of the House of the customer.Orchestrates internal teams and local partners (inclusive of global systems integrators and consultancy partners) to ensure sufficient technical resources for demand generation, when appropriate. Technology Sales: Demand Generation and OrchestrationLeads Account Strategy Envisioning (ASE, formerly IDTA) with the extended account team, customer, and partner to deliver the outcomes for the customer through joint envisioning, as a vehicle for Industry Sales Kits and Solution Plays. Creates new Stage 1 opportunities, both billed and consumed, with technical decision maker (TDM) customer stakeholders, managing consumption pipeline with extended team to maintain velocity, and unblocking issues. Coaches peers (often as a mentor across a region or country) on how to create and maintain an opportunity initiation and how to map Microsoft priorities to opportunities. Defines the blueprint for opportunity initiation, and sets and shares standards and best practices for others to follow.Leads the customer journey into the era of AI and Industrial Metaverse by creating a targeted approach tailored to their current business requirements and positions Microsoft as a leader for the future, both for accelerating productivity as well as helping the customer create new capabilities to support their business. Leverages expertise of current technology landscape and understanding of AI and Industrial Metaverse capabilities to plot the foundational elements on the technology roadmap that need to be in place to realize value for the customer. Builds a mid-term strategy for AI and metaverse projects as well as an immediate opportunity pipeline and orchestrates execution through the appropriate technical teams from the Specialist Team Unit (STU) and with appropriate PartnersCreates, develops, and drives opportunities based on industry best practices, presents opportunities to the customer, and creates demand. Develops a plan, within a broader strategy, to create and qualify a set number of opportunities for product sales, solutions sales, or consumption. Leverages partners and multiple channels (e.g., social media) to create demand. Orchestrates efforts to drive MCEM lifecycle and stage progression. Leverages experience and strategic foresight to lead technical teams by driving opportunities with Specialist Team Unit (STU), Customer Success Unit (CSU), and others, as necessary. Leads efforts to reach out to key stakeholders to give customer-driven pitches and drives the appropriate customer reach together with the account executive to generate new demand. Uses advanced technical knowledge of products to determine feasibility of technical customer requirements requests and works with core engineering teams to prepare solutions. Technology Strategy FormulationCreates mid- and long-term (e.g., 12 or more months) multi-horizon technology and business roadmaps for highly prominent, challenging, and/or strategic accounts based on a deep understanding of business and technology priorities and industry landscape. Challenges and validates the strategy and plan with customer stakeholders and drives envisioning and articulates business and program changes in the roadmaps around new and groundbreaking capabilities. Leads the translation of the customer's business objectives in conjunction with Industry Sales Kits and Solution Plays (including consumption-heavy workloads and cloud services) to develop an effective Industry Technology Architecture to plans for and drives consumption and adoption of Microsoft cloud and a higher share of customer potential and propensity (CPP).Leads analysis of overall customer needs, outcomes, and blockers. Determines key stakeholders for driving execution on the largest and/or most complex accounts. Partners with global executives to lead overall strategy development (e.g., blocker identification, partner strategy) to identify and address gaps and drive end-to-end solutions. Leads the adoption of technologies by plotting the long-term vision of the customer's business strategy and driving action to bring to fruition.Leads and ensures execution of technology strategy and digital transformation by anticipating and/or leading the resolution of technical blockers that arise during strategy planning and implementation, and driving technology adoption. Trusted AdvisorLeverages a broad knowledge of Microsoft's product landscape, solutions, and strategy to address customer's needs. Proactively coordinates with internal and external network of industry experts (e.g., Regional Experts, industry-specific partners) to build strong knowledge of the industry and the competitive landscape. Drives and leverages leaders from the partner ecosystem to bridge process gaps. Leverages deep understanding of their customer to share knowledge with extended team and leverages advanced knowledge of competitors to promote customer business perspectives. Partners with others (e.g., enterprise-channel managers) to provide sponsorship and increase impact.Provides Account thought leadership inclusive of information technology (IT), business strategy knowledge, and technology landscape, and shares best practices internally while providing coaching to subsidiary resources. Leverages account thought leadership in partnership with account executives to set strategy, own accountability for outcomes, and lead extended teams. Provides technical guidance to internal teams to position technology while using customer landscape knowledge. Creates connections and feedback loops with Product and Engineering teams.Acts as the voice of the customer, industry, and internal advocate by providing insights, feedback, and challenges from the customer to internal teams (e.g., product groups, engineers) across all levels of the organization. Drives action to ensure that internal teams understand and respond to insights. Articulates the business opportunity for Microsoft based on product gaps.Creates security thought leadership with the customer's executives (e.g., technical decision maker [TDM]/business decision maker [BDM]) using the Microsoft Security and Zero Trust narratives and engages TDM and BDM stakeholders to position security as a business enabler and instill a security mindset in all aspects of the customer's technology landscape. Uses their understanding of the customers' technology and security needs to establish Microsoft’s security credentials and to build opportunities to improve the customer's security posture and orchestrates execution through security specialists.  

Customer and Industry InsightsApplies expertise (deep expertise across few accounts or broad expertise across many accounts) and thought leadership to identify and inform the development of the right Industry Sales Kits and industry partners within the customer's vertical industry. Articulates and understands specific industry-related market trends, as well as customer threats, opportunities, and barriers to growth as they relate to the customer's broader industry. Leverages industry trends from other industries to gather insights and develop an informed perspective on similar issues that may occur within their industry/industries. Applies industry knowledge to support customers in solving issues.Synthesizes and combines various business and industry insights from their team, global best practices, proof points from experience/case studies with countries and/or regions, and deep industry expertise (e.g., level 200) related to customers and their competitors to conduct forecasting and develop recommendations for managing accounts and subsidiary planning. Ensures that all levels of the organization challenge customers to consider alternatives and adapt strategies, plans, business models, and solutions to insights. Orchestrates cross-regional teams to gather information, collaborate on performance markers, and identify potential risks in customer accounts. Oversees technical teams for driving opportunities with others, as necessary. Brings in business and industry insights to address the broader business challenges for the customer and deliver solutions. Differentiated Value PropositionPartners with a line-of-business leader or senior executive within a large-scale or high-impact customer organization to articulate how complex Microsoft technology/services will meet future business needs better than the competition and will enable the achievement of long-term growth and success. Provides an outside-in view around existing and emerging compete or other solutions that are also a requirement for the customer.Acts as the customer's Technology Mentor in established relationships with a line-of-business leader or senior executive within a large-scale or high-impact customer organization senior leaders, including technical decision makers (TDMs) and/or Business Unit leaders at the C-level (e.g., HR, Risk, Finance leadership). Develops extended relationships beyond core customers, advises on solutions, and aligns Microsoft capabilities with customer needs. Drives market share (e.g., cloud, collaboration, AI). Leads customer business transformations through digital technologies for assigned accounts to drive business outcomes and create business value for customers by understanding customer industry and position to provide guidance and to challenge customer thinking with innovative ideas that showcase the need for change and new strategic direction, and proactively involves corporate and cross-industry resources to drive customer transformation. Ensures line-of-business wins are captured (e.g., customer write-ups) as reference for scale, and represents the face of the business during public relations events for significant business wins. Education and Thought LeadershipLeads customer technology engagement by engaging and influencing technical resources of customer, partner, and Microsoft towards customer’s business transformation. Delivers regular (e.g., quarterly, monthly) industry/technology briefings to customer technology senior decision-makers technical teams.Uses existing and new readiness resources and demonstrates expertise in creating enablement plans for large and high-stakes customers, and all-up Microsoft business. Drives innovations to help customers meet capacity and capability goals, maximize reach, and impact and drive long-term engagement and thought leadership on the Microsoft platform, and influences large customers to see and adopt the strategic value. Drives customer skilling initiatives and execution. Mapping and Account PlanningEstablishes best practices and standards around account planning for budgeting, quota attainment, consumption goals, and customer consumption gaps to inform quarterly and fiscal objectives. Coordinates highly complex extended account teams (e.g., spanning complex technologies, geographies, functions) and drives forecasting and tracking of the business. Owns the technical portion of the account plan and leads the customer plan delivery for large, critical, and/or strategic accounts. Captures all Account Planning input in MSX D365 Account Plan.Helps customer technical specialists build the message to sell Microsoft offerings to other parts of their business or end users. Creates stakeholder maps for accounts, determines, and orchestrates a coverage plan, and builds out an execution framework across multiple Rooms of the House of the customer.Orchestrates internal teams and local partners (inclusive of global systems integrators and consultancy partners) to ensure sufficient technical resources for demand generation, when appropriate. Technology Sales: Demand Generation and OrchestrationLeads Account Strategy Envisioning (ASE, formerly IDTA) with the extended account team, customer, and partner to deliver the outcomes for the customer through joint envisioning, as a vehicle for Industry Sales Kits and Solution Plays. Creates new Stage 1 opportunities, both billed and consumed, with technical decision maker (TDM) customer stakeholders, managing consumption pipeline with extended team to maintain velocity, and unblocking issues. Coaches peers (often as a mentor across a region or country) on how to create and maintain an opportunity initiation and how to map Microsoft priorities to opportunities. Defines the blueprint for opportunity initiation, and sets and shares standards and best practices for others to follow.Leads the customer journey into the era of AI and Industrial Metaverse by creating a targeted approach tailored to their current business requirements and positions Microsoft as a leader for the future, both for accelerating productivity as well as helping the customer create new capabilities to support their business. Leverages expertise of current technology landscape and understanding of AI and Industrial Metaverse capabilities to plot the foundational elements on the technology roadmap that need to be in place to realize value for the customer. Builds a mid-term strategy for AI and metaverse projects as well as an immediate opportunity pipeline and orchestrates execution through the appropriate technical teams from the Specialist Team Unit (STU) and with appropriate PartnersCreates, develops, and drives opportunities based on industry best practices, presents opportunities to the customer, and creates demand. Develops a plan, within a broader strategy, to create and qualify a set number of opportunities for product sales, solutions sales, or consumption. Leverages partners and multiple channels (e.g., social media) to create demand. Orchestrates efforts to drive MCEM lifecycle and stage progression. Leverages experience and strategic foresight to lead technical teams by driving opportunities with Specialist Team Unit (STU), Customer Success Unit (CSU), and others, as necessary. Leads efforts to reach out to key stakeholders to give customer-driven pitches and drives the appropriate customer reach together with the account executive to generate new demand. Uses advanced technical knowledge of products to determine feasibility of technical customer requirements requests and works with core engineering teams to prepare solutions. Technology Strategy FormulationCreates mid- and long-term (e.g., 12 or more months) multi-horizon technology and business roadmaps for highly prominent, challenging, and/or strategic accounts based on a deep understanding of business and technology priorities and industry landscape. Challenges and validates the strategy and plan with customer stakeholders and drives envisioning and articulates business and program changes in the roadmaps around new and groundbreaking capabilities. Leads the translation of the customer's business objectives in conjunction with Industry Sales Kits and Solution Plays (including consumption-heavy workloads and cloud services) to develop an effective Industry Technology Architecture to plans for and drives consumption and adoption of Microsoft cloud and a higher share of customer potential and propensity (CPP).Leads analysis of overall customer needs, outcomes, and blockers. Determines key stakeholders for driving execution on the largest and/or most complex accounts. Partners with global executives to lead overall strategy development (e.g., blocker identification, partner strategy) to identify and address gaps and drive end-to-end solutions. Leads the adoption of technologies by plotting the long-term vision of the customer's business strategy and driving action to bring to fruition.Leads and ensures execution of technology strategy and digital transformation by anticipating and/or leading the resolution of technical blockers that arise during strategy planning and implementation, and driving technology adoption. Trusted AdvisorLeverages a broad knowledge of Microsoft's product landscape, solutions, and strategy to address customer's needs. Proactively coordinates with internal and external network of industry experts (e.g., Regional Experts, industry-specific partners) to build strong knowledge of the industry and the competitive landscape. Drives and leverages leaders from the partner ecosystem to bridge process gaps. Leverages deep understanding of their customer to share knowledge with extended team and leverages advanced knowledge of competitors to promote customer business perspectives. Partners with others (e.g., enterprise-channel managers) to provide sponsorship and increase impact.Provides Account thought leadership inclusive of information technology (IT), business strategy knowledge, and technology landscape, and shares best practices internally while providing coaching to subsidiary resources. Leverages account thought leadership in partnership with account executives to set strategy, own accountability for outcomes, and lead extended teams. Provides technical guidance to internal teams to position technology while using customer landscape knowledge. Creates connections and feedback loops with Product and Engineering teams.Acts as the voice of the customer, industry, and internal advocate by providing insights, feedback, and challenges from the customer to internal teams (e.g., product groups, engineers) across all levels of the organization. Drives action to ensure that internal teams understand and respond to insights. Articulates the business opportunity for Microsoft based on product gaps.Creates security thought leadership with the customer's executives (e.g., technical decision maker [TDM]/business decision maker [BDM]) using the Microsoft Security and Zero Trust narratives and engages TDM and BDM stakeholders to position security as a business enabler and instill a security mindset in all aspects of the customer's technology landscape. Uses their understanding of the customers' technology and security needs to establish Microsoft’s security credentials and to build opportunities to improve the customer's security posture and orchestrates execution through security specialists.